1864 lines
3.9 MiB
Executable File
1864 lines
3.9 MiB
Executable File
{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "348dd2c6",
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"metadata": {},
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"source": [
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"# Noise suppression"
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]
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},
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{
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"cell_type": "markdown",
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"id": "5b114e7b",
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"metadata": {},
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"source": [
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"Very simplified noise suppression algorithm to show how to use the CMSIS-DSP Python wrapper and how it can help translating a float algorithm to a fixed point one ready to be implemented on a Cortex-M or Cortex-A processor."
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]
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},
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{
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"cell_type": "markdown",
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"id": "ba37a7e0",
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"metadata": {},
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"source": [
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"The CMSIS-DSP package must first be installed. This command will take some time to execute since the CMSIS-DSP will be built."
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "19680a19",
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"metadata": {},
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"outputs": [],
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"source": [
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"!pip install cmsisdsp"
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]
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},
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{
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"cell_type": "markdown",
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"id": "934cf8b0",
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"metadata": {},
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"source": [
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"The packages required for this example must be loaded:"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "bfb671b0",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Numerical packages\n",
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"import cmsisdsp as dsp \n",
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"import cmsisdsp.fixedpoint as fix\n",
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"import numpy as np\n",
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"from numpy.lib.stride_tricks import sliding_window_view\n",
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"from scipy.signal.windows import hann\n",
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"\n",
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"# Package for plotting\n",
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"import matplotlib.pyplot as plt\n",
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"\n",
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"# Package to display Audio widget in the notebook and to upload sound files\n",
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"import ipywidgets\n",
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"from ipywidgets import FileUpload\n",
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"from IPython.display import display,Audio\n",
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"\n",
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"# To convert sound file to NumPy array\n",
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"import io\n",
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"import soundfile as sf\n",
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"\n",
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"# To load test pattern from Arm VHT Echo Canceller demo\n",
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"from urllib.request import urlopen\n"
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]
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},
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{
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"cell_type": "markdown",
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"id": "ae39ac8d",
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"metadata": {},
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"source": [
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"## Loading the audio file"
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]
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},
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{
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"cell_type": "markdown",
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"id": "153b71bb",
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"metadata": {},
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"source": [
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"You can either upload a .wav file or download the test pattern used in our echo canceller demo running on Arm Virtual Hardware."
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]
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},
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{
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"cell_type": "markdown",
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"id": "8130c184",
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"metadata": {},
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"source": [
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"### Test pattern from Arm Virtual Hardware demo"
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]
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},
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{
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"cell_type": "markdown",
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"id": "70e33e66",
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"metadata": {},
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"source": [
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"This is based on the Yes/No pattern from the TensorFlow Lite Microspeech demo but with added noise and a sequence of Yes/No which is different. It is working with the Q15 implementation (which is not the case of all speech pattern you may test)."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "3c298f96",
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"metadata": {},
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"outputs": [],
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"source": [
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"test_pattern_url=\"https://github.com/ARM-software/VHT-SystemModeling/blob/main/EchoCanceller/sounds/yesno.wav?raw=true\"\n",
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"f = urlopen(test_pattern_url)\n",
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"filedata = f.read()"
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]
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},
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{
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"cell_type": "markdown",
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"id": "3fa31b19",
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"metadata": {},
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"source": [
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"### Wav file"
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]
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},
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{
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"cell_type": "markdown",
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"id": "918a12b0",
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"metadata": {},
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"source": [
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"Select a .wav file to upload"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 451,
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"id": "0f4d0cff",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"application/vnd.jupyter.widget-view+json": {
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"model_id": "d582a97e382f4858a5e07321af8b1243",
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"version_major": 2,
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"version_minor": 0
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},
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"text/plain": [
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"FileUpload(value={}, accept='wav', description='Upload')"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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}
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],
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"source": [
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"uploader=FileUpload(accept='wav',multiple=False)\n",
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"display(uploader)"
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]
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},
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{
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"cell_type": "markdown",
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"id": "0853e7a9",
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"metadata": {},
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"source": [
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"The two next cell is loading the audio data from the uploaded file"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 436,
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"id": "ad14cf43",
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"metadata": {},
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"outputs": [],
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"source": [
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"filename=list(uploader.value.keys())[0]\n",
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"filedata=uploader.value[filename][\"content\"]"
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]
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},
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{
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"cell_type": "markdown",
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"id": "95948301",
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"metadata": {},
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"source": [
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"### Audio player"
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]
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},
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{
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"cell_type": "markdown",
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"id": "66ab2923",
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"metadata": {},
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"source": [
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"You can now listen to the sound to check it is available in this notebook."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"id": "46f7169b",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"\n",
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" <audio controls=\"controls\" >\n",
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/wAA/v8DAPz/AQAAAAAA/f////7/BAAAAAIA+/8EAAAABAD+/wUAAgAAAAEA/f8CAPr/BQD8/wEAAgABAAEA//8AAAIA//8EAP3/BAAAAP3/AgD/////AgAAAPz/AgACAAEABQAAAAMA/v8CAP3/BQD8/wEAAQD9/wAA/f///wAAAAD+/wMAAgAAAP/////+//v/BAD+/wMA/v8AAP3/AgAAAAEA/P///wIAAQD9//7/AwAAAAQAAAABAP////8BAPz/BgD5/wYA/f8BAAAA//8BAAIAAgACAP//AAAAAP////8CAP7/AgD+/wEAAQAAAPv/AwD//wMA////////AAD+/wAA///8/wIA+v8EAPj/BQD//wQAAgD9/wUA/v8EAAAA//8FAPz/AgD9/wIABAD9/wIA///9//7/AgAEAAAA/v8AAP//AQD+/wMABQD7/wMA+f8HAPv/AwABAAQA/f8DAP//AwAAAP//BAD//wMAAQAEAAIAAgD+/wAAAwAAAAUA/f8DAAQA/P8GAP////8CAP3/AAD+//3/BAAAAAAA/v/7/wUA/v8BAPz/AQD+/wMAAAAHAP//AQD///v/AwD+/wAAAAD9/wMA/v8BAAEA//8CAPz/AAAAAAEAAwABAAEAAAADAPz/BgD//wMA/f8DAP//BAD+/wMA/P//////BQAAAAEAAAD+//7/AQD+/wEABQD//wMA///+/wUA//8BAAAAAgACAP7/AAD9//7/AgD8/wIAAQD8/wEA/f8EAPr/AwD9/wIAAgAAAP//AwD7//////8CAAQA/v8AAAIAAAAEAPv/BAD9/wIAAAABAAAAAwD//wEA/v/+/wMA///+/wAAAQD9/wIA/v/9/wAA/v8CAP//BAD9//3////9/wQA/P8AAAAAAQAAAP7//P8FAPz/AgD8/wAA/P8AAAQA/P8GAP7/BwD6////AgD+//3/BAD7/wQA/v8DAAQA/v8EAP7/AAD8/wMA/P8EAP7/AgABAAAA/f///wIAAwD6/wMA/P8GAP3/AgD///7/AAD//wMAAAD//wIA/f//////AAD8/wMA/v8CAAIA/////wAAAAD//wIAAgD9//7/AQACAP//AAACAP7/AQD+/wQABAAAAP7//v8EAP3/AAABAP7/AAD/////AAADAP//AAD7/wAAAwD//////v/9/wQAAAACAP3/AwAAAP7//v8CAAAAAAD+/wAA/P////v/AAABAP3/AwD+//////8BAP//AAD+/wAA///8/wIA+/8BAP3/AgD//////v8AAP3/AwACAAEAAAD+////AQD8/wQA/f8DAP//AgD+//z/AQD//wUA/P8EAPz/AwABAAEA/v///wAABAABAAIABAAAAAMA/P8AAAAABgAAAAYA/P8DAPv/AwAAAAAA///+/wIA+f8GAPr/AgD9/wAA/v8AAAAAAAABAAIABAABAPz//v/9//////8DAP3/AwAAAAIA/v8AAP///v8DAPz///8EAP//AQD9/wUAAQD+/wAA//8EAPz/AQACAAIA/////wIA///+/wEA/v8EAAAAAQABAAIAAwD/////BAD8/wEA//8BAAAAAQAEAPz///8AAP//+v8GAPv/BAD/////AQADAP7//v/+/wAAAwD//wIA/f8EAP//BAD+/wIA/v/+/wEA/v8BAAYA/P8DAAEAAwAAAAAAAAD9/wIA//8CAPr/BQD9/////v///wIAAAACAP3/AwAAAP7/BAD7/wIA+v8AAP//AQACAPz/AQAAAAEA/v8AAAEAAwABAAAA/f8DAP//AgD6/wAAAQAAAAAA/P8DAAEA/v///wAAAAABAAMAAAAGAP//AAD8/wAAAwADAP//AgAAAAEA/f////3/AwD//wEAAAAAAP7//v8AAAAA//8BAAQAAAABAAEAAAD9////AQADAAIA/f8DAP/////9//3/BAD6/wEA/P8BAAMA/f8BAAAAAwD8/wIA+f8DAPv//f8DAP3///8AAAEA//8AAAIA/P8AAAAAAwD+////AwAAAAIAAwAAAAYA/f8BAP3//v/+/wEAAAAAAAMAAAD9/wIAAwABAAMA//8GAAAA/v8DAP//AQABAPz/AwD9/wAAAgD8/////f8BAAAAAQAAAAAA/v8CAP3//////wQAAQD+/wIABQD//wUA+/8BAP7//v8CAPr/AwD8/wcA+/8AAAQA+/8AAP3///8CAP//AwD7////AwD+/wAABgD4/wIA//8EAAAA/v8BAP7/BAD9/wAA/v8CAAIAAAD///7//v///wUAAQD+/////P8DAAAA//8AAP//BAD//wIAAgAAAAAAAwD+/wQAAQABAAEA//8DAPz/AQD8/wMAAAD+/wQA/P8DAP////8BAP//AgD+/wIA/f8GAPn/BAD8/wQA/P8FAP7/AwAAAAEA/v/+/wIABAD8/wAA/v///wAA/f///wAA/P8AAP3//v8CAP7//f8EAP3/BQD8/wAA/f8EAP//BQAAAAAAAgAAAAAAAQADAP7/AQAAAAQA+/8AAP//AwD/////AwD+/wMAAAD//wIAAAACAP7/AQADAP7/AwAAAAYA+/////v/AgAAAAQA/P/+/////v8CAAMA/v8AAAAA+/8CAP////8EAAAAAQADAP//AAD+////AgAEAAIAAQD8//7/AgACAP3///8AAAIAAAAAAAIAAwD//wIA/f8CAP7//P8BAAIA/f//////AQD///7/AgAFAP//BAD+/wEA/P8CAPv/AgABAP7/AAD//wMA+//+/wMAAgD+//3/AAD+/wAA/v/+/wAA//////7//v8EAPz/AgD//wAAAgD7/wEA/f8DAP//AgD+/wEAAQD+/wEAAAD//wAABQD9///////+/wIAAAAAAP7///8AAAIA/f8GAP7///8BAAAA///+/wEA/P8EAP3/BAD+/wMA+v8CAP7//P8GAAAAAQAAAP//AgABAP//AQD7/wMA/v/+/wMA/v8AAP//AgD9/////P8CAPr/BAD8/wAA/f8BAAAA/v////3///////z/AQAAAAAAAQD+/wMA/v/9/wMA/////wIA/P8DAP//AAD+////AQAEAAAAAAAAAAQA/f8CAAMA///+//7/AQD+/wIA/v////3//v/9/wMAAwACAPz/AQAAAAEA/f8CAP7/AgAAAAMAAQAFAAEAAQD//wEABAD+/////f8CAAIABQD+/wQA/P8CAP3/AAD9/wQAAQAFAAEAAQD//wMAAAACAP7//v/+//////8EAAMAAgADAP7/AgD///7/BAD8/wQAAAAEAPv////+////AAABAP7/BAD//wQA/f/9/wIA/v///wIA/f8AAP7/BQD+/wEAAgD9/wEA/P///wAAAAAGAP//AgD7/wQA/f8DAAEAAgD8//////8BAAIAAgD9/wIA///+//3/AwABAAEABAAAAP/////+////AgD+/wEAAQABAP7/BAAAAP//AwD7/wQA/f8EAPv/AwD+/wQA//8AAAEA/v8DAPz///8AAAMA/f8CAP7/BgD+/wQAAgABAAMA/P8BAAMA/v///wAA//8GAPv//////wEA+/8EAP7/AQAAAP//BAD+//7//P8FAPn/BgD4/wQA+/8BAP3//v8AAAAABgD8////AAAAAAQA/P8DAAAAAQD+/wUAAQAEAP//AQD9////AwAAAPz/AAD8////AQD8/wUA/P8DAP7/AgD//wAAAgD7/wQA//8CAAMA//8CAAIA/v/+/wEA+v8DAPn/BAD//wMA//8GAP//AwADAAAAAQACAP///f8DAAIAAQAAAP3/AQD+/wUA/v8EAP3/AAAAAAMA/v8GAP//AgAAAAUA/v8FAAEAAAACAP//AAABAP7/AgD///7/AgD9/wMA+v8GAP3/AgD+/wMAAAABAAIA/f/+/wEAAgD//wMA+v8FAP3/BAADAPz/AwACAP7//f/+////AgAFAAEAAgD8/wQAAQADAP3/AQAAAAIA/f8FAAAAAAD8/wAA//8BAP7/BgD//wMA///8/wAAAQD8/wQA/P8EAP3/AgD9/wMAAAAGAP//AgD//wUA+/8EAAIAAAABAP//AgAAAAEAAgD9//7/BgD6/wYA/f8BAAAA/P/+/////f8DAP//AQADAP7//P8CAP3/AgD7/wIA/P/+//7//f8AAP//AgAAAAQA/v8CAPj/BgD+/wIAAgD9/wEAAAD//wEAAQD//wAA/f8CAP7/BQD7/wAA/P/+/wMA+/8FAPr/BAAAAAEAAQD6////AAABAAEA/P8CAAAABAD+/wEA/f/9/wEA//8CAP//AwABAAMA/v/+/wAA/v8CAP3/BQD7/wIA/f8AAP//BAD6/wUA+////wMA/P8AAAEA///+/wEA/v8BAAIAAQADAPz/BQABAP//AwABAAAAAQABAAQA/f8DAPz///8AAP7/AwAAAP3///8BAAIAAgAAAP////8CAPz///8CAPv/BQD6/wMA/v/8/wUA/P8CAAAAAQAEAP3/AQAAAAEA/v8GAPz/BAABAAIABQD8/wQA//8FAPv/AgABAAAAAQAAAAIA//8BAAMA//8BAPz/AQADAAEABQD//wIAAAAEAP3/AQADAAAABAD//wIA/f8AAPz//v8CAAIAAQACAAIA/v/+/wAA/v/+//7////8/wAA/v8GAP7/AwD//wIAAwADAP7/AQACAAIA/f8BAAEAAAACAPz/AgD//wAAAAAAAP//AAD9/wIAAQD+/wIAAQAEAAIAAAADAPz//v8AAP3//v//////AwACAP//AAACAP3/BQD//wEAAgD9/wUAAAABAAIABAACAAAAAAD8/wEA/f/+////AAADAP//AAAEAP3/AAABAPv/BQD8/wEAAQD9/wMAAQACAAAA/v/6/wQA+v8BAAAA//8AAP3/AQD+/wIA/P8AAAMAAgABAAMA/f8FAPz/AAD//wQA/f8DAP7/AQADAP///v8CAP//AQD9/wAAAgD//wUA+v8JAPv/BQAAAP7///8BAPz/AgD7/wIAAQADAP//AgABAAQA+v8FAPn/BwD8/wMA//8DAAMAAAAFAAAAAwAAAP//AwAAAP///v8CAP3/BwD//wAA/////wIAAQD8/wMAAQABAAMAAQAAAAIA/v8EAP3/AgD6/wUA/////wAA/f8CAP3//v8AAAEA//8BAP//AQD///7/AQD///3/AAD9/wIA/f8AAPz/AQAAAAEAAQADAAEA///8////AQD+/wEA/f8EAP7/BQD8/wMAAgABAAIA/v8CAP7////+/wEAAwAAAAIAAQD8/wIA/////wMA/f8CAP///P8AAAIAAAD//wQA+/8BAPv/BQD9/wIAAQAAAAMAAQADAAAAAQABAP7/AgD9////AQADAAQA//8EAPz/AQD9/wIA/f8DAP7/AAD//wIA//8GAAEABAAAAAIAAgD+////AgD+/wAA/////wEA//8CAPn/AgD6/wAA/f///wAA/f//////AgD8/wIA//8DAP3//P8FAP3///8AAP///v8CAP7/AwD8/wIA//8CAP7//f8EAP7////+//v/BQD4/wQA/f8AAP7/AgD8/wEAAgD9/wMAAgD8/wMA/f////z/BAAAAAAA//8DAP7///8CAP3/AQD9/wEA/v8BAAQA/f8CAP7/AAD///7/AQACAAIAAwD8/wQA/P8DAAAAAwADAAAAAAD//wEAAAABAP7/AAD8/wMA/v8CAAMAAAABAAQA/v8DAP7/BQABAAEAAgAAAAAA/f8FAPv/BQAAAAIA///7/wMA+v8FAAAABQD6/wAA/P/+/wIA+v8AAP3/AgACAP//AQD//wMA/P8AAAMA/////wAAAgACAAMAAQADAPv/BQD+///////8/wMAAQADAP//BAABAAIAAQD//wIAAQABAAEA/v8BAAEABQD6/wYA+v8DAAQAAAACAP3///8DAAAAAQD+////+v8CAAAA/v8GAPr/AgAAAAIA//8BAP//BAABAP//AAABAP///f8IAPn/BQD+/wIAAAD6/wUA/f8CAP7/BQD+/wMA+////wAA/v8EAP//AwD8/wQA//8DAAEABAABAAMAAAADAAIAAQD9/wEAAwD9/wEA/v8CAAIAAQABAP3/AgAEAP//AQD8/wMA/P8BAP7/AwD+/wUAAAAAAAMAAQADAP7/BAD7/wEA+/8HAPz/AQD8/////v///wAA/P8BAPr/AQAAAAIA/f8BAAAA/v8CAP//AAACAP3/BAD//wAA/P/+//3/AwD///7/BQD7/wcA+v8EAAAAAQD///7////+/wMA/v/9/wAAAAD///r/AwD8/wEA/v/+//3/AAACAP//AAD8/wYA/v///wMA/f8FAP7/AgAAAAYA/P8CAAAABAABAAMAAAABAP//BAAAAAIA+v8GAP//AgACAP7/AgD+/wAAAAADAPz/AwD//wMA/v8FAPz/BwD//wYA+/8CAPz/AQD//wIAAAADAP3/AQD6/wAAAgAEAAEABAD8//3/AwABAAMA/P8DAP3/AAD+/wIA+/8DAPz/AwD9/wMA+/8DAAAAAQD/////AwD6/wAA//////3/AwD7/wAAAQD/////AQD8/wIA/v8BAAQAAQAEAAAA/P8BAP3/AwD9//3/BAAAAAAA/v8DAAAAAgABAAEAAQD9/wAA/f8CAAAAAQD//wMA/v8AAAEAAQAEAP7//f8CAP3/AQD//wMAAAADAAEA/P8EAP3/AQD///7/AQD+/wEAAgD8/wEAAgD8/wUA/f8AAP7/AgD8/wAA/P8BAAIAAgD9/wMA/v/9/////v8BAP//BAD//wUA/f8EAPr/BAD//wMAAQD+/wEA//8BAAEA/////wQA//8DAPz/AQD+//3/AQD+/wIA/P8AAPz/AwD+////AgADAPv/BAD9/wQA/v8EAAIA/v8CAP3/AAD+/wAAAAD//wEA/f8HAP3////+//7/AAD8/wQA/v///wEA/v/+/wQA///+////+/8BAAAA/////wIAAwD//wYA+v8CAPz//v8CAPr/BgD5/wIAAAADAAMAAQD///7/AgAAAAMAAAABAAAA/P8EAPz/AwD8/wUA+/8HAP//BgD//wMAAQD///3/AwD//wIAAgACAP3//v/7/wAA/v///wEAAwADAP3/BQD7/wAA/v8BAP///v//////AQD9/wAA/v8CAAAAAAD+//z/AgD//wQAAAAAAP7/AgD+/wQAAgAAAAAA/f8EAP3/AAAAAP//AQD8/wAA/P////v/BQD9/wEA/f/+//7/AwD+/wIAAAD9/wEA//8CAP///P8EAAAA///8////AAD+////AQD7/wcA/v8FAPj/AQABAAMA/v8AAAIAAgD//wAA+v8GAP7/AgABAP7//f8EAPv/BQD8/wEAAgD9/wIAAgAAAAEABgD6/wQA/v8CAPv/BAD//wAAAAD+//3/AwD+////AQAAAP///f8BAAEAAAD//wEAAwAAAAAAAAD6/wYA//8BAAIAAQADAP3/AwACAP//AwD9////BgD//wYA+v8CAAAAAgABAP7////9/wEAAQD8/wQA+/8CAPv//v8BAP7//v8BAP3/AAABAAIA/f8DAPn/BQD+/wEA/f8DAP7/AgAEAAEAAwADAP////8BAAMA/P8DAP7/AQD//wEAAQAAAP//AgD//wMAAQAAAAAA/P8FAP7/AgD//wIAAAD+/wAAAgD/////BQD9/wUA/P8AAP7/AwAEAP3////8/wEA/f8BAP3/BAD7////AQACAP///P8AAAEAAwD//wEABAD//wIA/P8DAP//AgD//////P////7////9/wUAAAABAPz/BQD5/wUAAQAAAAAA/P//////BgAAAAUAAAD//wEA///+/wIA///7/wYA/v8DAAAA//8CAPz/AwAAAP7/AAD//wUA/P8EAAMA////////AwACAAEA/v8CAP///v/9//7//v8EAAAA/f8CAPv/AQAAAP/////8/wAAAQD9/wQA+/8FAP3///8CAP7/AAAAAPz/AwABAAMAAwAAAAAAAAD//wEA/v8AAAIAAgAAAAIA/f/9/////f8BAP7//f8DAAAAAQABAAAA/f8BAPv/AgD5/wAA/P8CAAEAAgD//wIA///+////AQD/////AQADAP7/AwACAP//AQD7/wQA//8FAPz/AQAAAP7/BwD+/wMA//8BAPv/AQD7/wcAAAAEAP///P8CAAEA/////wIA/v8DAP7//v8CAAMAAAD8/wIA/P8AAAEAAQACAP7///8BAAIA+/8EAAEAAgAAAP3//v8BAP3/AQD6/wAA//8CAAUA/v////v/BAD9//3//f8AAP7///////7/AQD8/wQA//8FAP7/AQACAP3/AgD9/wEAAAD//wYA/f8FAAIA/v8CAP7/BwD8/wQA+v/+/wIAAQAAAAIA/f/+/wMAAAACAP7//v///wEAAQD//wUA/f8BAP7//v8CAP//AwAAAP7/BQD7/wUAAQAEAP3///8DAP3/AgABAAAA//8AAP7//v/+/wMA+v8FAP7/AQD/////AgD8/wMA+v8GAAAAAgD8////AQABAAIA/v/9//3////9//7/AQAAAAAAAgD//wMA//8AAP///f8FAAAAAwD///z/AAD+/wIA/P8BAP//AAAEAPv/AgD9/wMAAAAAAAAAAAABAPj/BAD5/wQA/P////3//v8EAP//BgD6/wMA+/8AAAAA+/8AAPz/BQABAP7/AQAAAP3/AgD8/wIAAwD9/wAA+/8AAP//AgD///v/AgD8/wIA//8AAAIAAwD///3/AQABAAEAAAAGAP//AQABAAAAAgACAAEA///9/wMAAQACAAIA/P8BAAAABAAAAAIA///+/wMAAwAAAAMAAAAAAP7///8DAAIAAAAAAAIAAgACAPv/BAD6//7/AgD9/wUA/v8CAAEAAAAAAAIA/v8AAP7//v8DAAEA/f/+/wAAAwD+//7/AQD8/wEAAQD7/wQA/v///wAA+/8CAP//+/8EAP//AQD5/wYAAAADAP//AAACAAEA/f8EAAEAAQD+//7/BgD7/wcA+v8GAPz/AgD9/wIAAAADAAMABAD8/wEA//8DAAAABQD+/wIA/v8DAAAAAwAAAAEA//8DAAIA//8CAAAAAgD+////AQD+/wAA/P/9//7//P/+/wMAAAAEAAIA//8AAP3/AgAAAAQA/P8EAP//AgAAAP//AgAAAAEA/f8DAP///P///wAA//8EAAEA/P8EAAAAAAAAAPv/AQAAAP//AwD+/wEAAQABAAIAAQD//wMAAwD///7//f8CAPz/BQD//wAA//8CAP//AQAEAAAABAD+/wAA/v/+/wAA/P8BAPr/AgAAAAEA///9/wIAAQACAP//AgD//wEA//8BAP7//////wUA/P8BAP//BAACAPv/BQD//wYA/P8AAP7/AwABAP7/AAACAAMAAgD9/wEA/f8AAP///v8CAP3/BAD+/wcA/f8BAPz///////3/AQADAPv/AgABAPz/AAD7/wEA+//+////AQAAAAEAAQD7/wEA/P8DAP7///8DAAIABAD+/wEAAQD//wEABQD6/wQA/v8EAP3/AQAEAPn/AwD//wEA/f8DAAIAAgD//wEA//8EAAQA/v8CAP//AQADAAAAAAD7/wMA/P8BAAEAAQAEAP7/AAD//wEAAgABAP3/AQD7/wEA/P8BAPz/BAD7/wUA/v/9////AwD//wEA/f/9/wAA/v8GAPr/BwD8/wYA+v8CAP//BAAAAAAAAQD/////AAADAPz/BgAAAAMAAgAAAAIA//8CAAAAAQABAP7/BQD8//7///8AAAAA/f///wEA/P8AAAMAAAD9/wMA/v8DAP7/AQACAPz/BAABAAIA/f8AAAAAAwAAAAMA/v8CAAAA/v8BAPv/AQD8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\" type=\"audio/wav\" />\n",
|
|
" Your browser does not support the audio element.\n",
|
|
" </audio>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"<IPython.lib.display.Audio object>"
|
|
]
|
|
},
|
|
"execution_count": 3,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"audio=Audio(data=filedata,autoplay=False)\n",
|
|
"audio"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "f2eaeae6",
|
|
"metadata": {},
|
|
"source": [
|
|
"A NumPy array is created from the audio and a Q15 and Q31 versions are created."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 4,
|
|
"id": "9b7c4b14",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"data, samplerate = sf.read(io.BytesIO(filedata))\n",
|
|
"if len(data.shape)>1:\n",
|
|
" data=data[:,0]\n",
|
|
"data = data + np.random.randn(len(data))*0.00\n",
|
|
"data=data/np.max(np.abs(data))\n",
|
|
"dataQ15 = fix.toQ15(data)\n",
|
|
"dataQ31 = fix.toQ31(data)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "e6dfbffa",
|
|
"metadata": {},
|
|
"source": [
|
|
"The audio waveform is plotted"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"id": "1f446dfc",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.plot(data)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "677cbf18",
|
|
"metadata": {},
|
|
"source": [
|
|
"The audio is split into overlapping windows. Those windows will be used in the notebook to implement the processing.\n",
|
|
"The signal will be rebuilt at the end with an overlap and add.\n",
|
|
"\n",
|
|
"If the window durations are changed, the thresholds for the VAD will also have to be changed."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"id": "4427ae73",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"winDuration=30e-3\n",
|
|
"winOverlap=15e-3\n",
|
|
"\n",
|
|
"# Decrease the duration so that Q15 is more likely to work with sampling freq of 48 kHz\n",
|
|
"# (to avoid too long FFT length which may saturate in Q15)\n",
|
|
"winDuration = winDuration/6 \n",
|
|
"winOverlap = winOverlap/6\n",
|
|
"\n",
|
|
"winLength=int(np.floor(samplerate*winDuration))\n",
|
|
"winOverlap=int(np.floor(samplerate*winOverlap))\n",
|
|
"slices=sliding_window_view(data,winLength)[::winOverlap,:]\n",
|
|
"slices_q15=sliding_window_view(dataQ15,winLength)[::winOverlap,:]\n",
|
|
"slices_q31=sliding_window_view(dataQ31,winLength)[::winOverlap,:]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "9f49559a",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Energy VAD"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "0ffe045f",
|
|
"metadata": {},
|
|
"source": [
|
|
"This is a very simplified VAD algorithm based on energy threshold. "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "3159c218",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Double implementation"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"id": "cfa5a997",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"def clean_vad(v):\n",
|
|
" v = np.hstack([[0],v,[0]])\n",
|
|
" # Remove isolated peak\n",
|
|
" vmin=[np.min(l) for l in sliding_window_view(v,3)]\n",
|
|
" vmin = np.hstack([[0,0],vmin,[0]])\n",
|
|
" # Remove isolated hole\n",
|
|
" vmax=[np.max(l) for l in sliding_window_view(vmin,4)]\n",
|
|
" return(vmax)\n",
|
|
" "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"id": "23a57a6b",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# Energy of the window\n",
|
|
"def signal_energy(window):\n",
|
|
" w = window - np.mean(window)\n",
|
|
" return(10*np.log10(np.sum(window * window)))\n",
|
|
" \n",
|
|
"# Comparison with a threshold\n",
|
|
"def signal_vad(window):\n",
|
|
" if signal_energy(window)>-11:\n",
|
|
" return(1)\n",
|
|
" else:\n",
|
|
" return(0)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "83c9e318",
|
|
"metadata": {},
|
|
"source": [
|
|
"Plotting of the signal and the VAD detection. It can be used to tune the threshold for the audio signal used in the notebook. It is unlikely that only one threshold will work with any audio signal. It is a very simplified VAD."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"id": "d8cf68d2",
|
|
"metadata": {
|
|
"scrolled": true
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"[<matplotlib.lines.Line2D at 0x1dbe9025c00>]"
|
|
]
|
|
},
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"_,ax=plt.subplots(1,1)\n",
|
|
"cleaned=clean_vad([signal_vad(w) for w in slices])\n",
|
|
"vad = np.array([[w]*winOverlap for w in cleaned]).flatten()\n",
|
|
"#signal_energy = np.array([[signal_energy(w)]*winOverlap for w in slices]).flatten()\n",
|
|
"ax.plot(data)\n",
|
|
"ax.plot(vad)\n",
|
|
"#ax.plot(signal_energy)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "b3e2e0d4",
|
|
"metadata": {},
|
|
"source": [
|
|
"### CMSIS-DSP Q15 implementation"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "0885101f",
|
|
"metadata": {},
|
|
"source": [
|
|
"The same functions but in q15 and using CMSIS-DSP API."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"id": "37e41c05",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"def signal_energy_q15(window):\n",
|
|
" mean=dsp.arm_mean_q15(window)\n",
|
|
" window=dsp.arm_offset_q15(window,-mean)\n",
|
|
" energy=dsp.arm_power_q15(window)\n",
|
|
" # Energy is not in q15 (refer to CMSIS-DSP documentation)\n",
|
|
" energy=dsp.ssat(energy>>20,16)\n",
|
|
" # The shift is by more than 15, so the result is not in q15\n",
|
|
" # (With a shift smaller there is a saturation)\n",
|
|
" dB=dsp.arm_vlog_q15([energy])\n",
|
|
" # The output of the vlog is not in q15\n",
|
|
" # The multiplication by 10 is missing.\n",
|
|
" # The result of this function is not \"equal\" to the float implementation due to the different\n",
|
|
" # formats used in the intermediate computations.\n",
|
|
" return(dB[0])\n",
|
|
" \n",
|
|
"def signal_vad_q15(window):\n",
|
|
" # The threshold is not easily related to the float implementation because\n",
|
|
" # of the different intermediate formats used in the fixed poitn implementation\n",
|
|
" if signal_energy_q15(window)>fix.toQ15(-0.38):\n",
|
|
" return(1)\n",
|
|
" else:\n",
|
|
" return(0)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "89b856d2",
|
|
"metadata": {},
|
|
"source": [
|
|
"Plot of the signal and VAD which can be used to tune the threshdold. The threshold is different because we do not apply the multiplication by 10 and because the output format of the vlog is not Q15. And the output format of the power function is also not q15 (the formats are described in CMSIS-DSP documentation)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"id": "276749ae",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"[<matplotlib.lines.Line2D at 0x1dbeb48afb0>]"
|
|
]
|
|
},
|
|
"execution_count": 11,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"_,ax=plt.subplots(1,1)\n",
|
|
"cleaned=clean_vad([signal_vad_q15(w) for w in slices_q15])\n",
|
|
"vad_q15 = np.array([[w]*winOverlap for w in cleaned]).flatten()\n",
|
|
"#vad = np.array([[signal_vad(w)]*winOverlap for w in slices]).flatten()\n",
|
|
"ax.plot(data)\n",
|
|
"#ax.plot(vad)\n",
|
|
"ax.plot(vad_q15)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "1576979d",
|
|
"metadata": {},
|
|
"source": [
|
|
"### CMSIS-DSP Q31 Implementation"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"id": "51e5db4f",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"def signal_energy_q31(window):\n",
|
|
" mean=dsp.arm_mean_q31(window)\n",
|
|
" window=dsp.arm_offset_q31(window,-mean)\n",
|
|
" energy=dsp.arm_power_q31(window)\n",
|
|
" # Energy is not in q31 (refer to CMSIS-DSP documentation)\n",
|
|
" # If the scaling is not enough the int conversion will fail.\n",
|
|
" scaled=energy>>25 \n",
|
|
" if scaled > 0x7FFFFFFF:\n",
|
|
" energy=0x7FFFFFFF\n",
|
|
" elif scaled < -0x80000000:\n",
|
|
" energy=-0x80000000\n",
|
|
" else:\n",
|
|
" energy=int(energy>>25)\n",
|
|
" # The shift is by more than 17, so the result is not in q31\n",
|
|
" # (With a shift smaller there is a saturation and int conversion is failing)\n",
|
|
" dB=dsp.arm_vlog_q31([energy])\n",
|
|
" # The output of the vlog is not in q15\n",
|
|
" # The multiplication by 10 is missing.\n",
|
|
" # The result of this function is not \"equal\" to the float implementation due to the different\n",
|
|
" # formats used in the intermediate computations.\n",
|
|
" return(dB[0])\n",
|
|
" \n",
|
|
"def signal_vad_q31(window):\n",
|
|
" # The threshold is not easily related to the float implementation because\n",
|
|
" # of the different intermediate formats used in the fixed poitn implementation\n",
|
|
" if signal_energy_q31(window)>fix.toQ31(-0.255):\n",
|
|
" return(1)\n",
|
|
" else:\n",
|
|
" return(0)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"id": "3e9e5692",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"[<matplotlib.lines.Line2D at 0x1dbeb50bee0>]"
|
|
]
|
|
},
|
|
"execution_count": 13,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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5r2bnMjYN4aPxTV5/2z9Ws3HbLl7ZsK2qw0dVlaVr347k2BVDAo/2OT/+u0u+hY8GZSjwumt9jZPmxyXAg671niLSKCLzReRcv51EZLqTr7G5uTmQwpVFumoOcfHGlh1c/5fl8QqN99NiALZs382oKx/I2hSHayiBQso5r+279/K1OxeFf/wi5QPUz7g/fvkpJtbOYhH5JNAA/MCVPFJVG4CLgJtEZLTXvqo6S1UbVLVh8ODBMWibHO5y4KX1Tk0x1Z0F4YePnjzzkfa1ON01sbqGRJj4oyeSke0nL4bw0ZkPvsSfnl/r6BA3nc8vavm+9zRl73MYhmAtMNy1PsxJ64SITASuAiaravuXSKq61vlfCTwGHBuCTlXDd/7yYtIqdCL7xWltTU/zNgoy5xfdS5vUR3m79rYmIhdg07uVE1YZhEp6M8IwBM8CY0RklIh0B6YCnaJ/RORY4P/IGIGNrvT+ItLDWR4EnALE7A9IER4ugfVv72Txmi2+22PDR/b3577szhRUSJnbwsHrA6Db3B24KQr3i4Jr7lsai5wX3/DqD6m+a7u3pSUn7f8ef7VjJUXPU2BDoKp7gcuAucCLwF2qukxErhORtiigHwC9gT9khYkeATSKyAvAo8BMVa1dQ+DDjt25D1Ra+ONza2KR4z9XQHjsbcmtJX/n/ohaZAmPPurVRzD76ddcKkQXV7/yzXcL5IuWJWu2xiJn6dpcOd998KVYZJdK1zAOoqoPAA9kpV3tWp7os99TwNFh6FANtKrShYRGhSyaznrs2NMSumrNWV9kKrBrTyu9whXjSf5Zu8Im21+dgj6CuEcfjfu5FuF7f+0ojKO85ntbFfU9fFre5wz2ZXGK0FSHm/nIdieHFD76g7+9nLOpcJRLcOIeiO2dXWn7ujd6fM85JjeJAk82vRmL/EQG9isTMwQpwu+x2O3hskgL22IqzJJ8ZaJxzSnzXtros6l6w0fjcsv4yW9pTf5detTvvieIGYIU0faSZDdXP3XrM6kLN+tMuLpln3/S4aNrtmz3yBmGrPzrUeMlb/3b0UYx5Z5zvM/1jj2dNUgifPSRlzam7n02Q5AiNlXA+P7VPPqoH1JD57xjb3oDE6qFVQl3lnthhiBFFKwkJNpFkOzooxrD9wp+7pKOESbC0yG/iyK5/pD2fqoI3FOtmuw5xx2e7Pc8tc8xUk3ho4YRB5veTX9rqRR27kneV+1FlEVTWs8Z4N0Y52dYnGQ/iQ9mCFJEe2XMa1usmvjjpceK5mibuorEVnnycn195Y7FocvZsbvFQ1by4aP/WLEpMnnrt+7w6P+JF78+il17onGJ1dLoo0Zo+L8W9zy3lk3vJDlbmb9u7QOIhTz6qJt4wke9ZbyycZuzFJ4OaQ0dvd75gC4KT9yOfC2CGCx9vo8SC4dul06+ol4jklkuZghSxIa38xf0OxIcH6YYNDXtlvST17ClIHx0RbvxC4/tu/eEfsxSeHldelwye1paWeY51EYymCFIEW3zyHo1J9vKhr8sfiNOlXL18NLNSdu8PZwXPUn3gbdbLqPPKxvCLRyTDJP1k9d2/o+8tIHdEVQ8/FwzcQwhsmtv7gCCbfLnr3wrEpl+Z6UIz66ORmY5mCFIEcW8C5f9/vnoFfGgmFFGr7h7MVtDMgZp5N7n36iZSd/f2dnC7xa8VjhjSMQxnlY+V8yazdF8K5KPHXtaUvM8mSFIgL8sfoP5K3M75Va9mX9Kxjj85Jvf3e1ZU3ns5cJfQwrKX5aU32LZlSeGPay68vqtO/nqHc+z06NzsJghAd7//cdC0SP/vUzeNSQoazbvCFmmP5o3tDQc2kfx9dagrGNu3LaTQ771AItezz12Mdf4irvDD0QoBzMECXDZ759n6qz5Ze/ftDG6OXw/9L9PcsHPn85JL3b8+qv+VP5QxoXC6hZ4GM9Suf7+5dy76A0eWr6hrP3jmD/gPf/5t0jcMm0U20l565OrCmcKiTiGKsl33s3bdnlWDgrx5Io32duqzH5qdVk6/WXxOs9Rb+PGDEHMFONiyeeHB/jt/Oia7Gu3ZGqBfk1Wn0+uQpG91/nISnOGbMysfzyA8Wzj/sXrAP/z8zqXqOrn+YaY2LYzOhdb/jDlaPsp/PpFvvz752P5st7vmre0Kpfftajk411+1wtAx3OVS+HwUd8xp2LEDEHMHPytjtG6T/vhY7S4DEOhV7CtqfmrMmsfhZhxT0czdezVc3nXVUsrxi0V1HW1O0+NTCR4cfzUqx2jTn7zniXc9ezrnbYXktF2f1pCiK3Md68F6BLCWDQ797RQP+N+6mfcn1N5KPZZC+Ncs4/pt+3l9eFHKhWLAA8sWV/2/rtbWln4WmeXamHXUIaX1iV33m2YIUiQlc3vMvpbDxTO6MHC1zaHrA3ckVUwHnnN3Pblf5bQmTZ1Vq5rqRi+XcQMWe8GcCFc9IsFndavuGcxy97IuKNKKfDKvWdtFFPzDSOi5MJfdLSgvn3v0nYXRClFe9BzLYXHXmmOTVYUfPRnT/PPTZn3pJRvBG58+JWy3FJhEoohEJFJIvKyiDSJyAyP7T1E5E5n+wIRqXdtu9JJf1lEzgpDnzSwffde/tD4eqcC5i2fuVpXZw1CVUyT/aM/eyqwjsXQVou+8aFXPPXIpHUmaChevhEqj7xmLhu3hfdhXVtnXf7zy00LYpC27Wzb1z98dPpvFnJX1vNTKs3bOhucQ656EIAn2gvc4s51T4g+7HyhwbOeWMm9z+dMdx4qhb7mnvyTJwMd//0/eBSAr9yxyEdemx6dWb4u2W8KAs9QJiJ1wM3AGcAa4FkRmZM15eQlwGZVPUREpgLfAz4uImPJzHF8JHAQ8LCIHKqqFT8E4tirM7XpbxQRFXDqfz8GwEV1pcmon3F/qWqVTFstep8S9ytHt+FFekMm3DCv5GP7seyNt9t1ndqj+P3craVy+Hv3wnmuuHtx6FElbedajPw2xjgGJCj3FCHzq3cu4qttX6qHzDVFlHaL12wN/F617f+hbsXvc95Pi6/YrfruOUjIw1iHMVXlBKBJVVcCiMgdwBQ6T0I/BbjWWb4b+IlkzmQKcIeq7gJWiUiTc7zyfAsFmP29LzP4ncw0dQfu17Po/cr5Yvan3Urv+Boh+TuNBrCNn3a7qeTjhkFXCtvmL3T9M+fqP8qWsS/+Nf2BvB35uQ8kf61sSt0/OLLL6lBkDZKtvj6aH3b7GbspoRQJWT7A5LqnOaLLP0OVebCsY4mO8tz29W5/4C3tE6q8bMaKf5DFBXWP09Ald2a8IBzT5VU2aV/f7Wd2eZYR3UqPXpv7/GFMGn9IENVyCMMQDAXczuU1wAl+eVR1r4hsBQY66fOz9h3qJUREpgPTAUaMGFGWol22vcHoLpk49+47ukQaH9FbymtOP9FyNJvJfSH+0XoUx3R5ldGS3JfFy1tH8lzrmJz013V/nmk9jL68G1i/Ja31LM0qLP7echRHy8rIz/2fuj9PthyVk95CFx5sOZ6DZV1oOnjJer71EJa1jmS4RO8r9zvXVoQHWiYwWt4I/Xpv1H483npMp7QVrcN4vvUQ+rON/hJtp+kuuvHXluM7pb3DPsxrOZZh0hz6+W7R3jzceqzntvtbT+AoWV2WzD++til0QyBBBz4SkfOBSar6OWf9U8AJqnqZK89SJ88aZ/1VMsbiWmC+qv7WSb8VeFBV784ns6GhQRsbGwPpHTVxuG0Mw6g9nvuPMxiwbwm+PRcislBVG7LTw2gRrAWGu9aHOWleedaISFegL7CpyH0rkse+fiqX3f4cP73oOIYP2AcR4Y0tOzh55iM5eZ+9aiKD+/Qo2Xi88p2z6d41vMAvL/nXfHgsnzxxZMl+4oXfnsjA3iU43X3ke/GD89/D+ccNK9lP6nX8Pj26suiaM0uOjnns66dSP2jfkvZpY/ZTq7lmzrKC+b5x1mF84QOjqetSXtt1wcpNOd9erPruOYy6srRzfeGaM+m7TzBX1aLXt3DuzYXdhv/1kaO56ITyWvyFKPb5Wj3zXwId86XrJ3Hrk6v4wdziXU33XnoK44b3Kzp/2IRRijwLjBGRUSLSnUzn75ysPHOAac7y+cAjmmmKzAGmOlFFo4AxwDMh6JQ49YP25S9ffh8jBvZqL7AO6ufd5Tq4T2kFJsAzV50eqhHw4zOnjKJbXRdOHj2wpP1KNQLF8tNPjOeChuFldZadOfaAnLQl/3kWdV2En3/yuJKOVa4RAPjUiSML5jlv/FAu/eAhZRsByB1KevXMf0FE+NOXTi76GL261wU2AgCHH1ic/z8qI1AspRgBL5751un07FbHv77/4JL2K/b6REXgkkRV9wKXAXOBF4G7VHWZiFwnIpOdbLcCA53O4MuBGc6+y4C7yHQs/xW4tBoihopl3PB+vHDNmWXtu3+f4ju7i+X2z5/Yaf2pGae1L3sVon789pLsLqLi+PNl7y2Y55yjh5R1bICbPzG+0/pL109qXz5q6H5FH+fRr59atg4AXYoo3K846/BAMqBzkMOiq89oXx4+oFfRx1j2n+FEdPfsVjgkbtanSjPGaeOPXzqZ/Z0glK51xRetjd+eWNT1iZJQqpSq+oCqHqqqo1X1BiftalWd4yzvVNULVPUQVZ3QFmHkbLvB2e8wVQ0nTi3FvHB1R8F/76WnlFXbGlHCi1wKJ7lq/f8zdVynFkwpNfD3jhlUlvyDB5dfyy6GbnVd+P5H3wPA+BH9Or18fXoUfx9GBWgNFMuBfYMb+rZpkU8ePZB+vTp8ynUl3MuwwxTzceaRB8Ymy4vfXDKh5H1uubjD3T5+RP+y5A6KqPVcCmH0ERgl0LdXNxq/PZHNPh+XFcPHGoaFqFFnVtxwNvcteoPJxxzUKf1D7xlSlF97Qv2AqFRj7JDia+1+nH7E/gBcdEJn90zP7sXViU4/fP/AOsTF4UMy7oZPn1zfKb1/kR2NPbvV1sADh5Xhnpk49gCmHj+cyeMOKpw5xZghSIBBvXuUXQv4t9PHcOkHww0dc9OtrgvnH5draIr1+d/1hZPCVqmdK88J7i4Z2LuHpx+4R9fimuazLs4JuAidhpHl1SyzGeRzrsWy6Ory3JaVSrnu1plOK7McgvZJhEVtmfwq4Eunjo61uV4KQTuvuxXwqzaMjK61USxBOm+L5aefHF84UwzE6bd+/BunRi7jhFH+z08ltfSiwAxBBTHpyAMT71TKxxc/MDrQ/oUMyT7dkz33n1zk/XFQ2EQRCFAKB/XtyS8/c3zhjCEycmD0/S7T80TyNETo0vSjmOCIuDDXUIXQq3sdP09xVMXy685inxQbqaC8eN2kxA1RXNz5ryeVFFlUKeQL0457cpgnvvFBRgxMzzW2FkGFcMj+vZNWIS+9undNrcsqDMI2Au89pLzIqjiIygh8K4Q+niC8Z1g/322nHhava6hHyjri06WN4UtrwKFAjHTh1SFf7Vxw3PDCmRLi6GH+g8NFQdpeZzMEFUK/fcobW6TSOPWwwZ7ppXzQVgmcVOKX2tVAsWGrtUAMMQclYYYgRVyQp5b4P1PHxadIidzzxfBCRr/g0+GcdtdYqRxQwjDoRnVxwqgB7V8gpwUzBCkin58yqrF7wuC4EMM6j/Hx436iiPF5ouLso5L94jVO7v+39ESyRMH+ZYzrFTbTsj7wSwNmCFLE+w717kAs59P3SsWvUzbJlvTNF8UX139MzL7qbI48KFr5/XpFO+FOIeZfeXqi8gEmHpE+N6cZghShPhFsaRiLJE7KHWs9KqIKhvrRx47JSQswRXFF8PcrPpio/GIG/IuaOEYNLpX0aVTD+E2JGWQC86g5OIIB2NJQa3MTVVjseeNz+4TSfK/DoE/PZFsEhjdmCFKEXxmQtlAzNx8+JvzBttJYY4qLJMOEswenq1bcQ3IbGWr3jUshftOGDumXrggDN1+dmDuHcRR0rUumSX93hIPoAVx8UudO8KE+kxfFwbWTj4xFzo0f7+wS69Mj3gEO3ENyGxnMEKQIrxbBl04dneo+gri+Jk5q/J2ox6DZN6sQ/NoZh0YqLw306t75nK87Nx4DlAZuiWH02nIIZAhEZICIPCQiK5z/nPFzRWSciDwtIstEZLGIfNy17VciskpEFjm/cUH0qXT8+giM6iV7kphCI7BWAz2yXH9du1T/ObcxMaUfRga9AzOAeao6BpjnrGezHbhYVY8EJgE3iUg/1/ZvqOo457cooD4VjZdnqFZNw0kH18aXt59M8PuIpHj/mM5fjyfxjD/5zWSjl9JGUEMwBZjtLM8Gzs3OoKqvqOoKZ/kNYCPgPY5AjWPjCXXw60sm5PiSq5ED+/Zk1XfPaV8f1j+5PoK46NJFOg3BXJ/AKJzD+vdq7xyvtZnYvAh6BQ5Q1XXO8nogb7tHRCYA3YFXXck3OC6jG0XE1xkuItNFpFFEGpubmwOqnU48WwQ1ahu61XXhI8fWxsBsIsLU44dz1ND9cvoMqpWjh/XlXGd6x3yjgkbJl087hDPGHsCCb02M5PiHlzH1ZVIUfOpE5GHA6xv7q9wrqqoi4ltsicgQ4DfANNX2T6euJGNAugOzgG8C13ntr6qznDw0NDRUZfFYxaM4l828f/9AqjvLwyLIdIeVyk1Tj+WmqfFM9uPFwN49+EWEnbdxzGYXFgVbBKo6UVWP8vjdB2xwCvi2gn6j1zFEZD/gfuAqVZ3vOvY6zbAL+CVQO2MpeDCkb65bIE0dyIcdEH8NZ/Tg3vTdJ56PkH7/+RNikZMGkgxTrRXOHTc0aRWKJqhraA4wzVmeBtyXnUFEugN/An6tqndnbWszIkKmf2FpQH2qjrhjrGuZgftWf8ujjZkfPTppFaqez71vVNIqFE1QQzATOENEVgATnXVEpEFEbnHyfAx4P/BpjzDR34nIEmAJMAj4TkB9qo4jhyY7CJmbanddpan1ZVQ+lTRjX6DqpqpuAnIGhlHVRuBzzvJvgd/67H9aEPm1wAdjnkKvFOJy2cRFrXbMG4bFTRll4zckRqVSZadjGEVjhsAom0pq+haDuYaMWsUMgVE02QV/ldkBw6hZzBAYRVPt5b65hoxaxQyBUTaXnFI54XGGYfhjhsAommxXUN+E5581ysdaP4YbMwRG2VSbq8gKR6NWMUNgFE21dw5b1JBRq5ghMIpGqq4N0BlrERi1ihkCwzCMGscMgVE01e8aMozaxAyBUTRVbgeqbsgMwygWMwRG+VR7E8EwagQzBEbxVHnBX0vtgVo6V6MwZgiMoqluM2AYtUsgQyAiA0TkIRFZ4fz398nX4pqUZo4rfZSILBCRJhG505nNzKgQqs0wWBeBUasEbRHMAOap6hhgnrPuxQ5VHef8JrvSvwfcqKqHAJuBSwLqY8RItZWb1lls1CpBDcEUYLazPJvMvMNF4cxTfBrQNo9xSfsb8VPlXQSGUbMENQQHqOo6Z3k9cIBPvp4i0igi80XkXCdtILBFVfc662uAoX6CRGS6c4zG5ubmgGob5VDtdsDaA0atUnDOYhF5GDjQY9NV7hVVVRHxe5dGqupaETkYeMSZsH5rKYqq6ixgFkBDQ4O9symg2g2DYdQKBQ2Bqk702yYiG0RkiKquE5EhwEafY6x1/leKyGPAscA9QD8R6eq0CoYBa8s4ByMmqm1qymysi8CoVYK6huYA05zlacB92RlEpL+I9HCWBwGnAMs10zP3KHB+vv2N9FDdZsA6i43aJaghmAmcISIrgInOOiLSICK3OHmOABpF5AUyBf9MVV3ubPsmcLmINJHpM7g1oD6GYRTBkQftl7QKRooo6BrKh6puAk73SG8EPucsPwUc7bP/SmBCEB2M+JgwagCNr21OWo3I6L9v7XzGMqh3j6RVMFKEfVlsFM2Ucb5BXVXBoQf0SVoFw0gEMwSGYRg1jhkCwzCMGscMgVE0VR49ahg1ixkCo2zMMBhGdWCGwCgbC7s3jOrADEHKGDVo36RV8OWgfvskrYJhGBFghiBlDExxLHvvHoE+OzEMI6WYIUgZ5xw9JGkVisb6CAyjOjBDkDK6VFDhan0EhlEdmCEwyqaLNQkMoyowQ5AyKmmo50pqvRiG4Y8ZAsPwwTrHjVrBDIFRNoP7VPcIlld/eGzSKhhVxJC+PZNWwRczBCmjgjxDnH6E3xTV1UGPrrXzepwwakDSKlQ940f0T1oFX2rnSTcMw5fPnDIqaRWMBAlkCERkgIg8JCIrnP8ckyciHxSRRa7fThE519n2KxFZ5do2Log+hmGURyW1RI3wCdoimAHMU9UxwDxnvROq+qiqjlPVccBpwHbgb64s32jbrqqLAupT8dj7aBhG3AQ1BFOA2c7ybODcAvnPBx5U1e0B5RqGYRghEdQQHKCq65zl9UCh3sOpwO1ZaTeIyGIRuVFEfMNQRGS6iDSKSGNzc3MAlQ3DMAw3BQ2BiDwsIks9flPc+VRVAd9BB0RkCJlJ7Oe6kq8EDgeOBwYA3/TbX1VnqWqDqjYMHjy4kNqVizlrDcOImYJfzKjqRL9tIrJBRIao6jqnoN+Y51AfA/6kqntcx25rTewSkV8CXy9Sb8OInElHHZi0CoYRC0FdQ3OAac7yNOC+PHkvJMst5BgPJDOuwrnA0oD6GEZo9Ohal7QKsTHU5pqInBEDeyWtgi9BDcFM4AwRWQFMdNYRkQYRuaUtk4jUA8OBx7P2/52ILAGWAIOA7wTUp+JxO4buvfSUxPQwaoujhvZNWoWq5/IzDk1aBV8CDaaiqpuA0z3SG4HPudZXA0M98p0WRH6109VGdTOMqqFbXXq/302vZjXKGWOre9gGwzDShxmClHHAfukdmMowjNLo2a0yitjK0NIwDMOIDDMEhmEYEVEp07maITAMw6hxzBAYhmHUOGYIDMMwIqJSRowxQ2AYhlHjmCFIMZXS0WQYhjeV8g6bITAMw6hxzBAYhmHUOGYIDMMwahwzBIZhGBFhUUNGYIb1T+8Y8XU2MqphFMQ6i43A9N+3e9Iq+LLgWzmjj1cVnzmlPmkVYuOzp4xKWgUjYcwQGGXRs1t1z9516AF9klYhNo4aul/SKhgJE8gQiMgFIrJMRFpFpCFPvkki8rKINInIDFf6KBFZ4KTfKSLprQIbRpVy8ODeSatQtfTqXtfpP60EbREsBc4DnvDLICJ1wM3A2cBY4EIRGets/h5wo6oeAmwGLgmojxET1T572keOzZlQr+qYeERmEqRxw/slq0gVc3z9AACum3JUwprkJ+hUlS8CSP6u8QlAk6qudPLeAUwRkReB04CLnHyzgWuBnwXRqRr40ceO4ZD9011Lq1bX0H9fcAw/nreias/Pzc2fOJa3d+xNWo2qZoDTzzeod7qdHYEMQZEMBV53ra8BTgAGAltUda8r3bcaJiLTgekAI0aMiEbTlHDe+GFJq+DLby85gU3v7kpajcg4/7hhnH9ceq9/mPToWsfgPtVv8JLkPz40lrEH7ccHDh2ctCp5KWgIRORh4ECPTVep6n3hq+SNqs4CZgE0NDRUSFBW9fHeMYOSVsEwKoZ9e3Tl4pPqk1ajIAUNgapODChjLTDctT7MSdsE9BORrk6roC3dMAzDiJE4wkefBcY4EULdganAHFVV4FHgfCffNCC2FoZhGIaRIWj46EdEZA1wEnC/iMx10g8SkQcAnNr+ZcBc4EXgLlVd5hzim8DlItJEps/g1iD6GIZhGKUjWinfQLtoaGjQxsbGpNUwDMOoKERkoarmfPNlXxYbhmHUOGYIDMMwahwzBIZhGDWOGQLDMIwapyI7i0WkGXitzN0HAW+GqE5UmJ7hUym6mp7hYnp2MFJVcz5zrkhDEAQRafTqNU8bpmf4VIqupme4mJ6FMdeQYRhGjWOGwDAMo8apRUMwK2kFisT0DJ9K0dX0DBfTswA110dgGIZhdKYWWwSGYRiGCzMEhmEYNU5NGQIRmSQiL4tIk4jMiEHecBF5VESWi8gyEfmKk36tiKwVkUXO7xzXPlc6+r0sImcV0t0Z3nuBk36nM9R3ufquFpEljk6NTtoAEXlIRFY4//2ddBGRHztyF4vIeNdxpjn5V4jINFf6cc7xm5x9S574WEQOc123RSLytoh8NQ3XVERuE5GNIrLUlRb59fOTUaKePxCRlxxd/iQi/Zz0ehHZ4bquPy9Xn3znXIKekd9nEenhrDc52+vz6ZlH1ztdeq4WkUVJX1NfVLUmfkAd8CpwMNAdeAEYG7HMIcB4Z7kP8AowlszczF/3yD/W0asHMMrRty6f7sBdwFRn+efAFwPouxoYlJX2fWCGszwD+J6zfA7wICDAicACJ30AsNL57+8s93e2PePkFWffs0O4p+uBkWm4psD7gfHA0jivn5+MEvU8E+jqLH/PpWe9O1/WcUrSx++cS9Qz8vsMfAn4ubM8FbiznHuftf2HwNVJX1O/Xy21CCYATaq6UlV3A3cAU6IUqKrrVPU5Z3kbmfkYfOdldvS5Q1V3qeoqoMnR21N3p7ZwGnC3s/9s4NyQT2OKc9zs408Bfq0Z5pOZbW4IcBbwkKq+paqbgYeASc62/VR1vmae4F+HoOvpwKuqmu8r89iuqao+AbzlIT/q6+cno2g9VfVv2jF/+HwyMwb6UqY+fudctJ55CPM+u/W/Gzi9rWZejq7Ovh8Dbs93jDiuqR+1ZAiGAq+71teQv1AOFad5eSywwEm6zGnK3eZqyvvp6Jc+ENjieoGDnpMCfxORhSIy3Uk7QFXXOcvrgQPK1HWos5ydHoSpdH650nhN47h+fjLK5bNkapltjBKR50XkcRF5n0v/UvUJ6x2M+j637+Ns3+rkL5f3ARtUdYUrLVXXtJYMQWKISG/gHuCrqvo28DNgNDAOWEem2ZgG3quq44GzgUtF5P3ujU4tJRXxxo4/dzLwBycprde0nTiuX1AZInIVsBf4nZO0DhihqscClwO/F5H94tLHg9TfZw8upHOFJW3XtKYMwVpguGt9mJMWKSLSjYwR+J2q/hFAVTeoaouqtgK/INN8zaejX/omMk3BrlnpZaGqa53/jcCfHL02tDU1nf+NZeq6ls7uhqDX/2zgOVXd4OicymtKPNfPT0ZJiMingQ8Bn3AKGxxXyyZneSEZf/uhZeoT+B2M6T637+Ns7+vkLxln//OAO13nkKprCrVlCJ4FxjiRAt3JuBXmRCnQ8Q3eCryoqj9ypbt9eB8B2iIN5gBTnaiFUcAYMp1Hnro7L+ujwPnO/tOA+8rUdV8R6dO2TKbzcKmjU1vkivv4c4CLnaiFE4GtTtN1LnCmiPR3mu1nAnOdbW+LyInOdbm4XF0dOtWy0nhNXfKjvn5+MopGRCYBVwCTVXW7K32wiNQ5yweTuX4ry9TH75xL0TOO++zW/3zgkTbDWAYTgZdUtd3lk7ZrCtRO1JB29LC/QsYCXxWDvPeSacItBhY5v3OA3wBLnPQ5wBDXPlc5+r2MK6rGT3cy0RDPkOkc+wPQo0xdDyYTUfECsKxNBhnf6DxgBfAwMMBJF+BmR58lQIPrWJ919GkCPuNKbyDz4r4K/ATny/YydN2XTA2tryst8WtKxjCtA/aQ8dVeEsf185NRop5NZHzNbc9pW9TMR53nYRHwHPDhcvXJd84l6Bn5fQZ6OutNzvaDy7n3TvqvgC9k5U3smvr9bIgJwzCMGqeWXEOGYRiGB2YIDMMwahwzBIZhGDWOGQLDMIwaxwyBYRhGjWOGwDAMo8YxQ2AYhlHj/D/yvNXlZFi6uAAAAABJRU5ErkJggg==\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"_,ax=plt.subplots(1,1)\n",
|
|
"cleaned=clean_vad([signal_vad_q31(w) for w in slices_q31])\n",
|
|
"vad_q31 = np.array([[w]*winOverlap for w in cleaned]).flatten()\n",
|
|
"ax.plot(data)\n",
|
|
"#ax.plot(vad)\n",
|
|
"ax.plot(vad_q31)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "7e278fc7",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Noise suppression"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "964c42e4",
|
|
"metadata": {},
|
|
"source": [
|
|
"Each window of samples extracted from the signal is multiplied by a Hann window in below algorithms."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 14,
|
|
"id": "d780cca7",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"window=hann(winLength,sym=False)\n",
|
|
"plt.plot(window)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "35aa4c9c",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Double reference implementation"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "f82508ce",
|
|
"metadata": {},
|
|
"source": [
|
|
"Test of the overlap and add:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 15,
|
|
"id": "4ae681e4",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# Overlap and add\n",
|
|
"offsets = range(0, len(data),winOverlap)\n",
|
|
"offsets=offsets[0:len(slices)]\n",
|
|
"res=np.zeros(len(data))\n",
|
|
"i=0\n",
|
|
"for n in offsets:\n",
|
|
" res[n:n+winLength] += slices[i]*window\n",
|
|
" i=i+1\n",
|
|
"plt.plot(res)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 16,
|
|
"id": "e8c4ce02",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
"\n",
|
|
" <audio controls=\"controls\" >\n",
|
|
" <source 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/wAA/v8DAPz/AQAAAAAA/f////7/BAAAAAIA+/8EAAAABAD+/wUAAgAAAAEA/f8CAPr/BQD8/wEAAgABAAEA//8AAAIA//8EAP3/BAAAAP3/AgD/////AgAAAPz/AgACAAEABQAAAAMA/v8CAP3/BQD8/wEAAQD9/wAA/f///wAAAAD+/wMAAgAAAP/////+//v/BAD+/wMA/v8AAP3/AgAAAAEA/P///wIAAQD9//7/AwAAAAQAAAABAP////8BAPz/BgD5/wYA/f8BAAAA//8BAAIAAgACAP//AAAAAP////8CAP7/AgD+/wEAAQAAAPv/AwD//wMA////////AAD+/wAA///8/wIA+v8EAPj/BQD//wQAAgD9/wUA/v8EAAAA//8FAPz/AgD9/wIABAD9/wIA///9//7/AgAEAAAA/v8AAP//AQD+/wMABQD7/wMA+f8HAPv/AwABAAQA/f8DAP//AwAAAP//BAD//wMAAQAEAAIAAgD+/wAAAwAAAAUA/f8DAAQA/P8GAP////8CAP3/AAD+//3/BAAAAAAA/v/7/wUA/v8BAPz/AQD+/wMAAAAHAP//AQD///v/AwD+/wAAAAD9/wMA/v8BAAEA//8CAPz/AAAAAAEAAwABAAEAAAADAPz/BgD//wMA/f8DAP//BAD+/wMA/P//////BQAAAAEAAAD+//7/AQD+/wEABQD//wMA///+/wUA//8BAAAAAgACAP7/AAD9//7/AgD8/wIAAQD8/wEA/f8EAPr/AwD9/wIAAgAAAP//AwD7//////8CAAQA/v8AAAIAAAAEAPv/BAD9/wIAAAABAAAAAwD//wEA/v/+/wMA///+/wAAAQD9/wIA/v/9/wAA/v8CAP//BAD9//3////9/wQA/P8AAAAAAQAAAP7//P8FAPz/AgD8/wAA/P8AAAQA/P8GAP7/BwD6////AgD+//3/BAD7/wQA/v8DAAQA/v8EAP7/AAD8/wMA/P8EAP7/AgABAAAA/f///wIAAwD6/wMA/P8GAP3/AgD///7/AAD//wMAAAD//wIA/f//////AAD8/wMA/v8CAAIA/////wAAAAD//wIAAgD9//7/AQACAP//AAACAP7/AQD+/wQABAAAAP7//v8EAP3/AAABAP7/AAD/////AAADAP//AAD7/wAAAwD//////v/9/wQAAAACAP3/AwAAAP7//v8CAAAAAAD+/wAA/P////v/AAABAP3/AwD+//////8BAP//AAD+/wAA///8/wIA+/8BAP3/AgD//////v8AAP3/AwACAAEAAAD+////AQD8/wQA/f8DAP//AgD+//z/AQD//wUA/P8EAPz/AwABAAEA/v///wAABAABAAIABAAAAAMA/P8AAAAABgAAAAYA/P8DAPv/AwAAAAAA///+/wIA+f8GAPr/AgD9/wAA/v8AAAAAAAABAAIABAABAPz//v/9//////8DAP3/AwAAAAIA/v8AAP///v8DAPz///8EAP//AQD9/wUAAQD+/wAA//8EAPz/AQACAAIA/////wIA///+/wEA/v8EAAAAAQABAAIAAwD/////BAD8/wEA//8BAAAAAQAEAPz///8AAP//+v8GAPv/BAD/////AQADAP7//v/+/wAAAwD//wIA/f8EAP//BAD+/wIA/v/+/wEA/v8BAAYA/P8DAAEAAwAAAAAAAAD9/wIA//8CAPr/BQD9/////v///wIAAAACAP3/AwAAAP7/BAD7/wIA+v8AAP//AQACAPz/AQAAAAEA/v8AAAEAAwABAAAA/f8DAP//AgD6/wAAAQAAAAAA/P8DAAEA/v///wAAAAABAAMAAAAGAP//AAD8/wAAAwADAP//AgAAAAEA/f////3/AwD//wEAAAAAAP7//v8AAAAA//8BAAQAAAABAAEAAAD9////AQADAAIA/f8DAP/////9//3/BAD6/wEA/P8BAAMA/f8BAAAAAwD8/wIA+f8DAPv//f8DAP3///8AAAEA//8AAAIA/P8AAAAAAwD+////AwAAAAIAAwAAAAYA/f8BAP3//v/+/wEAAAAAAAMAAAD9/wIAAwABAAMA//8GAAAA/v8DAP//AQABAPz/AwD9/wAAAgD8/////f8BAAAAAQAAAAAA/v8CAP3//////wQAAQD+/wIABQD//wUA+/8BAP7//v8CAPr/AwD8/wcA+/8AAAQA+/8AAP3///8CAP//AwD7////AwD+/wAABgD4/wIA//8EAAAA/v8BAP7/BAD9/wAA/v8CAAIAAAD///7//v///wUAAQD+/////P8DAAAA//8AAP//BAD//wIAAgAAAAAAAwD+/wQAAQABAAEA//8DAPz/AQD8/wMAAAD+/wQA/P8DAP////8BAP//AgD+/wIA/f8GAPn/BAD8/wQA/P8FAP7/AwAAAAEA/v/+/wIABAD8/wAA/v///wAA/f///wAA/P8AAP3//v8CAP7//f8EAP3/BQD8/wAA/f8EAP//BQAAAAAAAgAAAAAAAQADAP7/AQAAAAQA+/8AAP//AwD/////AwD+/wMAAAD//wIAAAACAP7/AQADAP7/AwAAAAYA+/////v/AgAAAAQA/P/+/////v8CAAMA/v8AAAAA+/8CAP////8EAAAAAQADAP//AAD+////AgAEAAIAAQD8//7/AgACAP3///8AAAIAAAAAAAIAAwD//wIA/f8CAP7//P8BAAIA/f//////AQD///7/AgAFAP//BAD+/wEA/P8CAPv/AgABAP7/AAD//wMA+//+/wMAAgD+//3/AAD+/wAA/v/+/wAA//////7//v8EAPz/AgD//wAAAgD7/wEA/f8DAP//AgD+/wEAAQD+/wEAAAD//wAABQD9///////+/wIAAAAAAP7///8AAAIA/f8GAP7///8BAAAA///+/wEA/P8EAP3/BAD+/wMA+v8CAP7//P8GAAAAAQAAAP//AgABAP//AQD7/wMA/v/+/wMA/v8AAP//AgD9/////P8CAPr/BAD8/wAA/f8BAAAA/v////3///////z/AQAAAAAAAQD+/wMA/v/9/wMA/////wIA/P8DAP//AAD+////AQAEAAAAAAAAAAQA/f8CAAMA///+//7/AQD+/wIA/v////3//v/9/wMAAwACAPz/AQAAAAEA/f8CAP7/AgAAAAMAAQAFAAEAAQD//wEABAD+/////f8CAAIABQD+/wQA/P8CAP3/AAD9/wQAAQAFAAEAAQD//wMAAAACAP7//v/+//////8EAAMAAgADAP7/AgD///7/BAD8/wQAAAAEAPv////+////AAABAP7/BAD//wQA/f/9/wIA/v///wIA/f8AAP7/BQD+/wEAAgD9/wEA/P///wAAAAAGAP//AgD7/wQA/f8DAAEAAgD8//////8BAAIAAgD9/wIA///+//3/AwABAAEABAAAAP/////+////AgD+/wEAAQABAP7/BAAAAP//AwD7/wQA/f8EAPv/AwD+/wQA//8AAAEA/v8DAPz///8AAAMA/f8CAP7/BgD+/wQAAgABAAMA/P8BAAMA/v///wAA//8GAPv//////wEA+/8EAP7/AQAAAP//BAD+//7//P8FAPn/BgD4/wQA+/8BAP3//v8AAAAABgD8////AAAAAAQA/P8DAAAAAQD+/wUAAQAEAP//AQD9////AwAAAPz/AAD8////AQD8/wUA/P8DAP7/AgD//wAAAgD7/wQA//8CAAMA//8CAAIA/v/+/wEA+v8DAPn/BAD//wMA//8GAP//AwADAAAAAQACAP///f8DAAIAAQAAAP3/AQD+/wUA/v8EAP3/AAAAAAMA/v8GAP//AgAAAAUA/v8FAAEAAAACAP//AAABAP7/AgD///7/AgD9/wMA+v8GAP3/AgD+/wMAAAABAAIA/f/+/wEAAgD//wMA+v8FAP3/BAADAPz/AwACAP7//f/+////AgAFAAEAAgD8/wQAAQADAP3/AQAAAAIA/f8FAAAAAAD8/wAA//8BAP7/BgD//wMA///8/wAAAQD8/wQA/P8EAP3/AgD9/wMAAAAGAP//AgD//wUA+/8EAAIAAAABAP//AgAAAAEAAgD9//7/BgD6/wYA/f8BAAAA/P/+/////f8DAP//AQADAP7//P8CAP3/AgD7/wIA/P/+//7//f8AAP//AgAAAAQA/v8CAPj/BgD+/wIAAgD9/wEAAAD//wEAAQD//wAA/f8CAP7/BQD7/wAA/P/+/wMA+/8FAPr/BAAAAAEAAQD6////AAABAAEA/P8CAAAABAD+/wEA/f/9/wEA//8CAP//AwABAAMA/v/+/wAA/v8CAP3/BQD7/wIA/f8AAP//BAD6/wUA+////wMA/P8AAAEA///+/wEA/v8BAAIAAQADAPz/BQABAP//AwABAAAAAQABAAQA/f8DAPz///8AAP7/AwAAAP3///8BAAIAAgAAAP////8CAPz///8CAPv/BQD6/wMA/v/8/wUA/P8CAAAAAQAEAP3/AQAAAAEA/v8GAPz/BAABAAIABQD8/wQA//8FAPv/AgABAAAAAQAAAAIA//8BAAMA//8BAPz/AQADAAEABQD//wIAAAAEAP3/AQADAAAABAD//wIA/f8AAPz//v8CAAIAAQACAAIA/v/+/wAA/v/+//7////8/wAA/v8GAP7/AwD//wIAAwADAP7/AQACAAIA/f8BAAEAAAACAPz/AgD//wAAAAAAAP//AAD9/wIAAQD+/wIAAQAEAAIAAAADAPz//v8AAP3//v//////AwACAP//AAACAP3/BQD//wEAAgD9/wUAAAABAAIABAACAAAAAAD8/wEA/f/+////AAADAP//AAAEAP3/AAABAPv/BQD8/wEAAQD9/wMAAQACAAAA/v/6/wQA+v8BAAAA//8AAP3/AQD+/wIA/P8AAAMAAgABAAMA/f8FAPz/AAD//wQA/f8DAP7/AQADAP///v8CAP//AQD9/wAAAgD//wUA+v8JAPv/BQAAAP7///8BAPz/AgD7/wIAAQADAP//AgABAAQA+v8FAPn/BwD8/wMA//8DAAMAAAAFAAAAAwAAAP//AwAAAP///v8CAP3/BwD//wAA/////wIAAQD8/wMAAQABAAMAAQAAAAIA/v8EAP3/AgD6/wUA/////wAA/f8CAP3//v8AAAEA//8BAP//AQD///7/AQD///3/AAD9/wIA/f8AAPz/AQAAAAEAAQADAAEA///8////AQD+/wEA/f8EAP7/BQD8/wMAAgABAAIA/v8CAP7////+/wEAAwAAAAIAAQD8/wIA/////wMA/f8CAP///P8AAAIAAAD//wQA+/8BAPv/BQD9/wIAAQAAAAMAAQADAAAAAQABAP7/AgD9////AQADAAQA//8EAPz/AQD9/wIA/f8DAP7/AAD//wIA//8GAAEABAAAAAIAAgD+////AgD+/wAA/////wEA//8CAPn/AgD6/wAA/f///wAA/f//////AgD8/wIA//8DAP3//P8FAP3///8AAP///v8CAP7/AwD8/wIA//8CAP7//f8EAP7////+//v/BQD4/wQA/f8AAP7/AgD8/wEAAgD9/wMAAgD8/wMA/f////z/BAAAAAAA//8DAP7///8CAP3/AQD9/wEA/v8BAAQA/f8CAP7/AAD///7/AQACAAIAAwD8/wQA/P8DAAAAAwADAAAAAAD//wEAAAABAP7/AAD8/wMA/v8CAAMAAAABAAQA/v8DAP7/BQABAAEAAgAAAAAA/f8FAPv/BQAAAAIA///7/wMA+v8FAAAABQD6/wAA/P/+/wIA+v8AAP3/AgACAP//AQD//wMA/P8AAAMA/////wAAAgACAAMAAQADAPv/BQD+///////8/wMAAQADAP//BAABAAIAAQD//wIAAQABAAEA/v8BAAEABQD6/wYA+v8DAAQAAAACAP3///8DAAAAAQD+////+v8CAAAA/v8GAPr/AgAAAAIA//8BAP//BAABAP//AAABAP///f8IAPn/BQD+/wIAAAD6/wUA/f8CAP7/BQD+/wMA+////wAA/v8EAP//AwD8/wQA//8DAAEABAABAAMAAAADAAIAAQD9/wEAAwD9/wEA/v8CAAIAAQABAP3/AgAEAP//AQD8/wMA/P8BAP7/AwD+/wUAAAAAAAMAAQADAP7/BAD7/wEA+/8HAPz/AQD8/////v///wAA/P8BAPr/AQAAAAIA/f8BAAAA/v8CAP//AAACAP3/BAD//wAA/P/+//3/AwD///7/BQD7/wcA+v8EAAAAAQD///7////+/wMA/v/9/wAAAAD///r/AwD8/wEA/v/+//3/AAACAP//AAD8/wYA/v///wMA/f8FAP7/AgAAAAYA/P8CAAAABAABAAMAAAABAP//BAAAAAIA+v8GAP//AgACAP7/AgD+/wAAAAADAPz/AwD//wMA/v8FAPz/BwD//wYA+/8CAPz/AQD//wIAAAADAP3/AQD6/wAAAgAEAAEABAD8//3/AwABAAMA/P8DAP3/AAD+/wIA+/8DAPz/AwD9/wMA+/8DAAAAAQD/////AwD6/wAA//////3/AwD7/wAAAQD/////AQD8/wIA/v8BAAQAAQAEAAAA/P8BAP3/AwD9//3/BAAAAAAA/v8DAAAAAgABAAEAAQD9/wAA/f8CAAAAAQD//wMA/v8AAAEAAQAEAP7//f8CAP3/AQD//wMAAAADAAEA/P8EAP3/AQD///7/AQD+/wEAAgD8/wEAAgD8/wUA/f8AAP7/AgD8/wAA/P8BAAIAAgD9/wMA/v/9/////v8BAP//BAD//wUA/f8EAPr/BAD//wMAAQD+/wEA//8BAAEA/////wQA//8DAPz/AQD+//3/AQD+/wIA/P8AAPz/AwD+////AgADAPv/BAD9/wQA/v8EAAIA/v8CAP3/AAD+/wAAAAD//wEA/f8HAP3////+//7/AAD8/wQA/v///wEA/v/+/wQA///+////+/8BAAAA/////wIAAwD//wYA+v8CAPz//v8CAPr/BgD5/wIAAAADAAMAAQD///7/AgAAAAMAAAABAAAA/P8EAPz/AwD8/wUA+/8HAP//BgD//wMAAQD///3/AwD//wIAAgACAP3//v/7/wAA/v///wEAAwADAP3/BQD7/wAA/v8BAP///v//////AQD9/wAA/v8CAAAAAAD+//z/AgD//wQAAAAAAP7/AgD+/wQAAgAAAAAA/f8EAP3/AAAAAP//AQD8/wAA/P////v/BQD9/wEA/f/+//7/AwD+/wIAAAD9/wEA//8CAP///P8EAAAA///8////AAD+////AQD7/wcA/v8FAPj/AQABAAMA/v8AAAIAAgD//wAA+v8GAP7/AgABAP7//f8EAPv/BQD8/wEAAgD9/wIAAgAAAAEABgD6/wQA/v8CAPv/BAD//wAAAAD+//3/AwD+////AQAAAP///f8BAAEAAAD//wEAAwAAAAAAAAD6/wYA//8BAAIAAQADAP3/AwACAP//AwD9////BgD//wYA+v8CAAAAAgABAP7////9/wEAAQD8/wQA+/8CAPv//v8BAP7//v8BAP3/AAABAAIA/f8DAPn/BQD+/wEA/f8DAP7/AgAEAAEAAwADAP////8BAAMA/P8DAP7/AQD//wEAAQAAAP//AgD//wMAAQAAAAAA/P8FAP7/AgD//wIAAAD+/wAAAgD/////BQD9/wUA/P8AAP7/AwAEAP3////8/wEA/f8BAP3/BAD7////AQACAP///P8AAAEAAwD//wEABAD//wIA/P8DAP//AgD//////P////7////9/wUAAAABAPz/BQD5/wUAAQAAAAAA/P//////BgAAAAUAAAD//wEA///+/wIA///7/wYA/v8DAAAA//8CAPz/AwAAAP7/AAD//wUA/P8EAAMA////////AwACAAEA/v8CAP///v/9//7//v8EAAAA/f8CAPv/AQAAAP/////8/wAAAQD9/wQA+/8FAP3///8CAP7/AAAAAPz/AwABAAMAAwAAAAAAAAD//wEA/v8AAAIAAgAAAAIA/f/9/////f8BAP7//f8DAAAAAQABAAAA/f8BAPv/AgD5/wAA/P8CAAEAAgD//wIA///+////AQD/////AQADAP7/AwACAP//AQD7/wQA//8FAPz/AQAAAP7/BwD+/wMA//8BAPv/AQD7/wcAAAAEAP///P8CAAEA/////wIA/v8DAP7//v8CAAMAAAD8/wIA/P8AAAEAAQACAP7///8BAAIA+/8EAAEAAgAAAP3//v8BAP3/AQD6/wAA//8CAAUA/v////v/BAD9//3//f8AAP7///////7/AQD8/wQA//8FAP7/AQACAP3/AgD9/wEAAAD//wYA/f8FAAIA/v8CAP7/BwD8/wQA+v/+/wIAAQAAAAIA/f/+/wMAAAACAP7//v///wEAAQD//wUA/f8BAP7//v8CAP//AwAAAP7/BQD7/wUAAQAEAP3///8DAP3/AgABAAAA//8AAP7//v/+/wMA+v8FAP7/AQD/////AgD8/wMA+v8GAAAAAgD8////AQABAAIA/v/9//3////9//7/AQAAAAAAAgD//wMA//8AAP///f8FAAAAAwD///z/AAD+/wIA/P8BAP//AAAEAPv/AgD9/wMAAAAAAAAAAAABAPj/BAD5/wQA/P////3//v8EAP//BgD6/wMA+/8AAAAA+/8AAPz/BQABAP7/AQAAAP3/AgD8/wIAAwD9/wAA+/8AAP//AgD///v/AgD8/wIA//8AAAIAAwD///3/AQABAAEAAAAGAP//AQABAAAAAgACAAEA///9/wMAAQACAAIA/P8BAAAABAAAAAIA///+/wMAAwAAAAMAAAAAAP7///8DAAIAAAAAAAIAAgACAPv/BAD6//7/AgD9/wUA/v8CAAEAAAAAAAIA/v8AAP7//v8DAAEA/f/+/wAAAwD+//7/AQD8/wEAAQD7/wQA/v///wAA+/8CAP//+/8EAP//AQD5/wYAAAADAP//AAACAAEA/f8EAAEAAQD+//7/BgD7/wcA+v8GAPz/AgD9/wIAAAADAAMABAD8/wEA//8DAAAABQD+/wIA/v8DAAAAAwAAAAEA//8DAAIA//8CAAAAAgD+////AQD+/wAA/P/9//7//P/+/wMAAAAEAAIA//8AAP3/AgAAAAQA/P8EAP//AgAAAP//AgAAAAEA/f8DAP///P///wAA//8EAAEA/P8EAAAAAAAAAPv/AQAAAP//AwD+/wEAAQABAAIAAQD//wMAAwD///7//f8CAPz/BQD//wAA//8CAP//AQAEAAAABAD+/wAA/v/+/wAA/P8BAPr/AgAAAAEA///9/wIAAQACAP//AgD//wEA//8BAP7//////wUA/P8BAP//BAACAPv/BQD//wYA/P8AAP7/AwABAP7/AAACAAMAAgD9/wEA/f8AAP///v8CAP3/BAD+/wcA/f8BAPz///////3/AQADAPv/AgABAPz/AAD7/wEA+//+////AQAAAAEAAQD7/wEA/P8DAP7///8DAAIABAD+/wEAAQD//wEABQD6/wQA/v8EAP3/AQAEAPn/AwD//wEA/f8DAAIAAgD//wEA//8EAAQA/v8CAP//AQADAAAAAAD7/wMA/P8BAAEAAQAEAP7/AAD//wEAAgABAP3/AQD7/wEA/P8BAPz/BAD7/wUA/v/9////AwD//wEA/f/9/wAA/v8GAPr/BwD8/wYA+v8CAP//BAAAAAAAAQD/////AAADAPz/BgAAAAMAAgAAAAIA//8CAAAAAQABAP7/BQD8//7///8AAAAA/f///wEA/P8AAAMAAAD9/wMA/v8DAP7/AQACAPz/BAABAAIA/f8AAAAAAwAAAAMA/v8CAAAA/v8BAPv/AQD8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\" type=\"audio/wav\" />\n",
|
|
" Your browser does not support the audio element.\n",
|
|
" </audio>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"<IPython.lib.display.Audio object>"
|
|
]
|
|
},
|
|
"execution_count": 16,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"audio2=Audio(data=res,rate=samplerate,autoplay=False)\n",
|
|
"audio2"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "6f5beccc",
|
|
"metadata": {},
|
|
"source": [
|
|
"#### Reference noise suppression algorithm "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 17,
|
|
"id": "cca944e1",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"def fft_length(length):\n",
|
|
" result=2\n",
|
|
" fft_shift=1\n",
|
|
" while result < length:\n",
|
|
" result = 2*result\n",
|
|
" fft_shift = fft_shift + 1\n",
|
|
" return(result,fft_shift)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 18,
|
|
"id": "5706f45c",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"class NoiseSuppression():\n",
|
|
" def __init__(self,slices):\n",
|
|
" self._windowLength=len(slices[0])\n",
|
|
" self._fftLen,self._fftShift=fft_length(self._windowLength)\n",
|
|
" \n",
|
|
" self._padding_left=(self._fftLen - self._windowLength)//2 \n",
|
|
" self._padding_right=self._fftLen- self._windowLength-self._padding_left\n",
|
|
" \n",
|
|
" self._signal=[]\n",
|
|
" self._slices=slices\n",
|
|
" self._window=None\n",
|
|
" \n",
|
|
" def window_and_pad(self,w):\n",
|
|
" if w.dtype==np.int32:\n",
|
|
" w=dsp.arm_mult_q31(w,self._window)\n",
|
|
" elif w.dtype==np.int16:\n",
|
|
" w=dsp.arm_mult_q15(w,self._window)\n",
|
|
" else:\n",
|
|
" w = w*self._window\n",
|
|
" sig=np.hstack([np.zeros(self._padding_left,dtype=w.dtype),w,np.zeros(self._padding_right,dtype=w.dtype)])\n",
|
|
" return(sig)\n",
|
|
" \n",
|
|
" def remove_padding(self,w):\n",
|
|
" return(w[self._padding_left:self._padding_left+self._windowLength])\n",
|
|
" "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 19,
|
|
"id": "69d451f5",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"class NoiseSuppressionReference(NoiseSuppression):\n",
|
|
" def __init__(self,slices):\n",
|
|
" # In a better version this could be computed from the signal length by taking the\n",
|
|
" # smaller power of two greater than the signal length.\n",
|
|
" NoiseSuppression.__init__(self,slices)\n",
|
|
" \n",
|
|
" # Compute the vad signal\n",
|
|
" self._vad=clean_vad([signal_vad(w) for w in slices])\n",
|
|
" self._noise=np.zeros(self._fftLen)\n",
|
|
" # The Hann window\n",
|
|
" self._window=hann(self._windowLength,sym=False)\n",
|
|
" \n",
|
|
" # Subtract the noise\n",
|
|
" def subnoise(self,v):\n",
|
|
" # This is a Wiener estimate\n",
|
|
" energy = v * np.conj(v) + 1e-6\n",
|
|
" \n",
|
|
" scaling = (energy - self._noise)/energy\n",
|
|
" scaling[scaling<0] = 0\n",
|
|
" \n",
|
|
" return(v * scaling)\n",
|
|
" \n",
|
|
" def remove_noise(self,w):\n",
|
|
" # We pad the signal with zero. It assumes that the padding can be divided by 2.\n",
|
|
" # In a better implementation we would manage also the odd case.\n",
|
|
" # The padding is required because the FFT has a length which is greater than the length of\n",
|
|
" # the window\n",
|
|
" sig=self.window_and_pad(w)\n",
|
|
" \n",
|
|
" # FFT\n",
|
|
" fft=np.fft.fft(sig)\n",
|
|
" # Noise suppression\n",
|
|
" fft = self.subnoise(fft)\n",
|
|
" # IFFT\n",
|
|
" res=np.fft.ifft(fft)\n",
|
|
" # We assume the result should be real so we just ignore the imaginary part\n",
|
|
" res=np.real(res)\n",
|
|
" # We remove the padding\n",
|
|
" res=self.remove_padding(res)\n",
|
|
" return(res)\n",
|
|
" \n",
|
|
" \n",
|
|
" \n",
|
|
" def estimate_noise(self,w):\n",
|
|
" # Compute the padded signal\n",
|
|
" sig=self.window_and_pad(w)\n",
|
|
" fft=np.fft.fft(sig)\n",
|
|
" \n",
|
|
" # Estimate the noise energy\n",
|
|
" self._noise = np.abs(fft)*np.abs(fft)\n",
|
|
" \n",
|
|
" # Remove the noise\n",
|
|
" fft = self.subnoise(fft)\n",
|
|
" \n",
|
|
" # IFFT and we assume the result is real so we ignore imaginary part\n",
|
|
" res=np.fft.ifft(fft)\n",
|
|
" res=np.real(res)\n",
|
|
" res=self.remove_padding(res)\n",
|
|
" return(res)\n",
|
|
" \n",
|
|
" # Process all the windows using the VAD detection\n",
|
|
" def nr(self):\n",
|
|
" for (w,v) in zip(self._slices,self._vad):\n",
|
|
" result=None\n",
|
|
" if v==1:\n",
|
|
" # If voice detected, we only remove the noise\n",
|
|
" result=self.remove_noise(w)\n",
|
|
" else:\n",
|
|
" # If no voice detected, we update the noise estimate\n",
|
|
" result=self.estimate_noise(w)\n",
|
|
" self._signal.append(result)\n",
|
|
" \n",
|
|
" # Overlap and add to rebuild the signal\n",
|
|
" def overlap_and_add(self):\n",
|
|
" offsets = range(0, len(self._signal)*winOverlap,winOverlap)\n",
|
|
" offsets=offsets[0:len(self._signal)]\n",
|
|
" res=np.zeros(len(data))\n",
|
|
" i=0\n",
|
|
" for n in offsets:\n",
|
|
" res[n:n+winLength]+=self._signal[i]\n",
|
|
" i=i+1\n",
|
|
" return(res)\n",
|
|
" "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 20,
|
|
"id": "3915dc37",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"n=NoiseSuppressionReference(slices)\n",
|
|
"n.nr()\n",
|
|
"cleaned=n.overlap_and_add()\n",
|
|
"plt.plot(cleaned)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "f12a6f54",
|
|
"metadata": {},
|
|
"source": [
|
|
"The audio to check the result:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 21,
|
|
"id": "3091d6f5",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
"\n",
|
|
" <audio controls=\"controls\" >\n",
|
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" <source 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type=\"audio/wav\" />\n",
|
|
" Your browser does not support the audio element.\n",
|
|
" </audio>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"<IPython.lib.display.Audio object>"
|
|
]
|
|
},
|
|
"execution_count": 21,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"audioRef=Audio(data=cleaned,rate=samplerate,autoplay=False)\n",
|
|
"audioRef"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "8ee5a76d",
|
|
"metadata": {},
|
|
"source": [
|
|
"### CMSIS-DSP Implementations"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "73276ee1",
|
|
"metadata": {},
|
|
"source": [
|
|
"Test of the overlap and add. The Hann window is converted to Q15. The CMSIS-DSP functions are not used for this conversions because it is assumed that this conversion is done outside of CMSIS-DSP and the final code (Python or C) is using an array of Q15 values."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 22,
|
|
"id": "d0313891",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"offsets = range(0, len(data),winOverlap)\n",
|
|
"offsets=offsets[0:len(slices_q15)]\n",
|
|
"res=np.zeros(len(data))\n",
|
|
"window_q15=fix.toQ15(window)\n",
|
|
"i=0\n",
|
|
"for n in offsets:\n",
|
|
" w = dsp.arm_mult_q15(slices_q15[i],window_q15)\n",
|
|
" res[n:n+winLength] = dsp.arm_add_q15(res[n:n+winLength],w)\n",
|
|
" i=i+1\n",
|
|
"res_q15=fix.Q15toF32(res)\n",
|
|
"plt.plot(res_q15)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 23,
|
|
"id": "b7518435",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
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"\n",
|
|
" <audio controls=\"controls\" >\n",
|
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" <source 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\" type=\"audio/wav\" />\n",
|
|
" Your browser does not support the audio element.\n",
|
|
" </audio>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"<IPython.lib.display.Audio object>"
|
|
]
|
|
},
|
|
"execution_count": 23,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"audio4=Audio(data=res_q15,rate=samplerate,autoplay=False)\n",
|
|
"audio4"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "dafab1bf",
|
|
"metadata": {},
|
|
"source": [
|
|
"Utilities functions since there is no specific datatype for complex in CMSIS-DSP. An array of complex is thus represented as an array of reals (of twice the number of samples)."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 24,
|
|
"id": "3a1be0da",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"def imToReal1D(a):\n",
|
|
" ar=np.zeros(np.array(a.shape) * 2)\n",
|
|
" ar[0::2]=a.real\n",
|
|
" ar[1::2]=a.imag\n",
|
|
" return(ar)\n",
|
|
"\n",
|
|
"def realToIm1D(ar):\n",
|
|
" return(ar[0::2] + 1j * ar[1::2])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "cc594498",
|
|
"metadata": {},
|
|
"source": [
|
|
"#### CMSIS-DSP F32 noise suppression algorithm"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 25,
|
|
"id": "328c0eee",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"class NoiseSuppressionF32(NoiseSuppression):\n",
|
|
" def __init__(self,slices):\n",
|
|
" NoiseSuppression.__init__(self,slices)\n",
|
|
"\n",
|
|
" # VAD signal\n",
|
|
" self._vad= clean_vad(np.array([signal_vad(w) for w in slices]))\n",
|
|
" self._noise=np.zeros(self._fftLen,dtype=np.float32)\n",
|
|
" # The Hann window\n",
|
|
" self._window=hann(self._windowLength,sym=False)\n",
|
|
" # CFTT F32 instance\n",
|
|
" self._cfftF32=dsp.arm_cfft_instance_f32()\n",
|
|
" status=dsp.arm_cfft_init_f32(self._cfftF32,self._fftLen)\n",
|
|
" \n",
|
|
" \n",
|
|
" # Subtract the noise\n",
|
|
" def subnoise(self,v):\n",
|
|
" energy = dsp.arm_cmplx_mag_squared_f32(v)\n",
|
|
" # To avoid division by zeros\n",
|
|
" energy = dsp.arm_offset_f32(energy,1e-6)\n",
|
|
" \n",
|
|
" temp = dsp.arm_sub_f32(energy , self._noise)\n",
|
|
" # C implementation will have to loop on the array and replace negative vaues\n",
|
|
" temp[temp<0]=0\n",
|
|
" \n",
|
|
" scaling = np.zeros(len(temp),dtype=np.float32)\n",
|
|
" # C implementation will have to loop on the arrays here\n",
|
|
" scaling = temp / energy\n",
|
|
" \n",
|
|
" res=dsp.arm_cmplx_mult_real_f32(v,scaling) \n",
|
|
" \n",
|
|
" return(res)\n",
|
|
" \n",
|
|
" def remove_noise(self,w):\n",
|
|
" sig=self.window_and_pad(w)\n",
|
|
" \n",
|
|
" # Convert real signal to complex \n",
|
|
" signalR=np.zeros(len(sig) * 2)\n",
|
|
" signalR[0::2]=sig\n",
|
|
" \n",
|
|
" resultR = dsp.arm_cfft_f32(self._cfftF32,signalR,0,1)\n",
|
|
" \n",
|
|
" # Remove the noise\n",
|
|
" resultR = self.subnoise(resultR)\n",
|
|
"\n",
|
|
" # Inverse FFT and we keep only the real part\n",
|
|
" res = dsp.arm_cfft_f32(self._cfftF32,resultR,1,1)*self._fftLen\n",
|
|
" res=res[0::2]\n",
|
|
" # Remove the padding\n",
|
|
" res=self.remove_padding(res)\n",
|
|
" return(res)\n",
|
|
" \n",
|
|
" def estimate_noise(self,w):\n",
|
|
" sig=self.window_and_pad(w)\n",
|
|
" \n",
|
|
" signalR=np.zeros(len(sig) * 2)\n",
|
|
" signalR[0::2]=sig\n",
|
|
" \n",
|
|
" resultR = dsp.arm_cfft_f32(self._cfftF32,signalR,0,1)\n",
|
|
"\n",
|
|
" self._noise = dsp.arm_cmplx_mag_squared_f32(resultR)\n",
|
|
" \n",
|
|
" # Set noise to zero. In reference code we substract the noise.\n",
|
|
" # It is giving the same result with the noise estimation used.\n",
|
|
" resultR = np.zeros(len(resultR),dtype=np.float32)\n",
|
|
" \n",
|
|
" # Not really needed since we set the values to zero. We could\n",
|
|
" # just set the output to zero.\n",
|
|
" # But in a more compelx algorithm we may still need to do the IFFT\n",
|
|
" # so the line is kept.\n",
|
|
" res = dsp.arm_cfft_f32(self._cfftF32,resultR,1,1)*self._fftLen\n",
|
|
" \n",
|
|
" res=res[0::2]\n",
|
|
" res=self.remove_padding(res)\n",
|
|
" return(res)\n",
|
|
" \n",
|
|
" def nr(self):\n",
|
|
" for (w,v) in zip(self._slices,self._vad):\n",
|
|
" result=None\n",
|
|
" if v==1:\n",
|
|
" result=self.remove_noise(w)\n",
|
|
" else:\n",
|
|
" result=self.estimate_noise(w)\n",
|
|
" self._signal.append(result)\n",
|
|
" \n",
|
|
" def overlap_and_add(self):\n",
|
|
" nbSamples = len(self._signal)*winOverlap\n",
|
|
" offsets = range(0, nbSamples,winOverlap)\n",
|
|
" offsets=offsets[0:len(self._signal)]\n",
|
|
" res=np.zeros(nbSamples)\n",
|
|
" i=0\n",
|
|
" for n in offsets:\n",
|
|
" res[n:n+winLength] = dsp.arm_add_f32(res[n:n+winLength],self._signal[i])\n",
|
|
" i=i+1\n",
|
|
" return(res)\n",
|
|
" "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 26,
|
|
"id": "cca48f75",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"n=NoiseSuppressionF32(slices)\n",
|
|
"n.nr()\n",
|
|
"cleaned_f32=n.overlap_and_add()\n",
|
|
"plt.plot(cleaned_f32)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 27,
|
|
"id": "fcfd59e8",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
"\n",
|
|
" <audio controls=\"controls\" >\n",
|
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" <source 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type=\"audio/wav\" />\n",
|
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" Your browser does not support the audio element.\n",
|
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" </audio>\n",
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" "
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],
|
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"text/plain": [
|
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"<IPython.lib.display.Audio object>"
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]
|
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},
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|
"execution_count": 27,
|
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"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"audioF32=Audio(data=cleaned_f32,rate=samplerate,autoplay=False)\n",
|
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"audioF32"
|
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]
|
|
},
|
|
{
|
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"cell_type": "markdown",
|
|
"id": "283082da",
|
|
"metadata": {},
|
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"source": [
|
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"#### CMSIS-DSP Q31 noise suppression algorithm"
|
|
]
|
|
},
|
|
{
|
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"cell_type": "code",
|
|
"execution_count": 28,
|
|
"id": "8ccaeae1",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"class NoiseSuppressionQ31(NoiseSuppression):\n",
|
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" def __init__(self,slices):\n",
|
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" NoiseSuppression.__init__(self,slices)\n",
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" \n",
|
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" # VAD signal\n",
|
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" self._vad= clean_vad(np.array([signal_vad_q31(w) for w in slices]))\n",
|
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" self._noise=np.zeros(self._fftLen,dtype=np.int32)\n",
|
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" # Q31 version of the Hann window\n",
|
|
" self._window=fix.toQ31(hann(self._windowLength,sym=False))\n",
|
|
" # CFTT Q31 instance\n",
|
|
" self._cfftQ31=dsp.arm_cfft_instance_q31()\n",
|
|
" status=dsp.arm_cfft_init_q31(self._cfftQ31,self._fftLen)\n",
|
|
" \n",
|
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" \n",
|
|
" # Subtract the noise\n",
|
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" def subnoise(self,v):\n",
|
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" \n",
|
|
" energy = dsp.arm_cmplx_mag_squared_q31(v)\n",
|
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" \n",
|
|
" temp = dsp.arm_sub_q31(energy , self._noise)\n",
|
|
" temp[temp<0]=0\n",
|
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" \n",
|
|
" # Used for computing the division (energy - noise) / energy\n",
|
|
" scalingQ31 = np.zeros(len(temp),dtype=np.int32)\n",
|
|
" shift = np.zeros(len(temp),dtype=np.int32)\n",
|
|
" \n",
|
|
" # The scaling factor (energy - noise) / energy is computed\n",
|
|
" k=0\n",
|
|
" # We assume that |energy-noise|<=energy\n",
|
|
" # otherwise we set scaling to 1\n",
|
|
" # If energy is 0 we also set scaling to 1\n",
|
|
" # When a == b shiftVal is equal to 1 because 1 is represented \n",
|
|
" # as 0x40000000 and shift of 1 instead of 0x7FFF for output of division\n",
|
|
" # We manage this case separately\n",
|
|
" for a,b in zip(temp,energy):\n",
|
|
" quotient=0x7FFFFFFF\n",
|
|
" shiftVal=0\n",
|
|
" if b!=0 and a!=b:\n",
|
|
" # We compute the quotient\n",
|
|
" status,quotient,shiftVal = dsp.arm_divide_q31(a,b)\n",
|
|
" if shiftVal > 0:\n",
|
|
" quotient=0x7FFFFFFF\n",
|
|
" shiftVal = 0\n",
|
|
" \n",
|
|
" scalingQ31[k] = quotient\n",
|
|
" shift[k] = shiftVal\n",
|
|
" \n",
|
|
" k = k + 1\n",
|
|
" \n",
|
|
" \n",
|
|
" # We scale the values\n",
|
|
" res=dsp.arm_cmplx_mult_real_q31(v,scalingQ31) \n",
|
|
" \n",
|
|
" return(res)\n",
|
|
" \n",
|
|
" def remove_noise(self,w):\n",
|
|
" sig=self.window_and_pad(w)\n",
|
|
" \n",
|
|
" # Convert to complex \n",
|
|
" signalR=np.zeros(len(sig) * 2,dtype=np.int32)\n",
|
|
" signalR[0::2]=sig\n",
|
|
" \n",
|
|
"\n",
|
|
" resultR = dsp.arm_cfft_q31(self._cfftQ31,signalR,0,1)\n",
|
|
" \n",
|
|
" resultR = self.subnoise(resultR)\n",
|
|
"\n",
|
|
" res = dsp.arm_cfft_q31(self._cfftQ31,resultR,1,1)\n",
|
|
" res = dsp.arm_shift_q31(res,self._fftShift)\n",
|
|
" \n",
|
|
" res=res[0::2]\n",
|
|
" res=self.remove_padding(res)\n",
|
|
" return(res)\n",
|
|
" \n",
|
|
" def estimate_noise(self,w):\n",
|
|
" sig=self.window_and_pad(w)\n",
|
|
" \n",
|
|
" signalR=np.zeros(len(sig) * 2,dtype=np.int32)\n",
|
|
" signalR[0::2]=sig\n",
|
|
" \n",
|
|
" resultR = dsp.arm_cfft_q31(self._cfftQ31,signalR,0,1)\n",
|
|
"\n",
|
|
" self._noise = dsp.arm_cmplx_mag_squared_q31(resultR)\n",
|
|
" \n",
|
|
" resultR = np.zeros(len(resultR),dtype=np.int32)\n",
|
|
" \n",
|
|
" res = dsp.arm_cfft_q31(self._cfftQ31,resultR,1,1)\n",
|
|
" res = dsp.arm_shift_q31(res,self._fftShift)\n",
|
|
" \n",
|
|
" res=res[0::2]\n",
|
|
" res=self.remove_padding(res)\n",
|
|
" return(res)\n",
|
|
" \n",
|
|
" def nr(self):\n",
|
|
" for (w,v) in zip(self._slices,self._vad):\n",
|
|
" result=None\n",
|
|
" if v==1:\n",
|
|
" result=self.remove_noise(w)\n",
|
|
" else:\n",
|
|
" result=self.estimate_noise(w)\n",
|
|
" self._signal.append(result)\n",
|
|
" \n",
|
|
" def overlap_and_add(self):\n",
|
|
" nbSamples = len(self._signal)*winOverlap\n",
|
|
" offsets = range(0, nbSamples,winOverlap)\n",
|
|
" offsets=offsets[0:len(self._signal)]\n",
|
|
" res=np.zeros(nbSamples)\n",
|
|
" i=0\n",
|
|
" for n in offsets:\n",
|
|
" res[n:n+winLength] = dsp.arm_add_q31(res[n:n+winLength],self._signal[i])\n",
|
|
" i=i+1\n",
|
|
" return(res)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 29,
|
|
"id": "0ccb9512",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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"text/plain": [
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"<Figure size 432x288 with 1 Axes>"
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]
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},
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"metadata": {
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"needs_background": "light"
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},
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"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"n=NoiseSuppressionQ31(slices_q31)\n",
|
|
"n.nr()\n",
|
|
"cleaned_q31=n.overlap_and_add()\n",
|
|
"plt.plot(fix.Q31toF32(cleaned_q31))\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 30,
|
|
"id": "452cbc86",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
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"text/html": [
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"\n",
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" <audio controls=\"controls\" >\n",
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type=\"audio/wav\" />\n",
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" Your browser does not support the audio element.\n",
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" </audio>\n",
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" "
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],
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"text/plain": [
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"<IPython.lib.display.Audio object>"
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]
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},
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"execution_count": 30,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"audioQ31=Audio(data=fix.Q31toF32(cleaned_q31),rate=samplerate,autoplay=False)\n",
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"audioQ31"
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]
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},
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{
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"cell_type": "markdown",
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"id": "510a343c",
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"metadata": {},
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"source": [
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"#### CMSIS-DSP Q15 noise suppression algorithm"
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]
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},
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{
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"cell_type": "markdown",
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"id": "7ad0778f",
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"metadata": {},
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"source": [
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"When the sampling rate is higher, the FFT length is bigger and on some signals it gives some internal saturations in the FFT Q15.\n",
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"\n",
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"In those cases, the algorithm will not work.\n",
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"\n",
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"You can decrease the sampling rate or the window duration. \n",
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"\n",
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"Scaling the signal to remove the saturations will not work if the background noise is too small because there won't be enough bits left to estimate the noise."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 31,
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"id": "a23ff9eb",
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"metadata": {},
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"outputs": [],
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"source": [
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"class NoiseSuppressionQ15(NoiseSuppression):\n",
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" def __init__(self,slices):\n",
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" NoiseSuppression.__init__(self,slices)\n",
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" \n",
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" # VAD signal\n",
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" self._vad= clean_vad(np.array([signal_vad_q15(w) for w in slices]))\n",
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" self._noise=np.zeros(self._fftLen,dtype=np.int32)\n",
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" # Q15 version of the Hann window\n",
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" self._window=fix.toQ15(hann(self._windowLength,sym=False))\n",
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" # CFTT Q15 instance\n",
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" self._cfftQ15=dsp.arm_cfft_instance_q15()\n",
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" status=dsp.arm_cfft_init_q15(self._cfftQ15,self._fftLen)\n",
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" \n",
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" self._noise_status = -1 \n",
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" self._noise_max = 0x7FFF\n",
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" \n",
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" \n",
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" # Subtract the noise\n",
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" def subnoise(self,v,status,the_max):\n",
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" \n",
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" # We cannot compute the energy in Q15 because otherwise lots of values are 0.\n",
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" # The noise signal is too small for its energy to be representable in Q15.\n",
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" # So, we convert into Q31 and do noise subtraction in Q31\n",
|
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" vq31 = dsp.arm_q15_to_q31(v)\n",
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" energy = dsp.arm_cmplx_mag_squared_q31(vq31)\n",
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" \n",
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" # The energy for the signal and noise have been computed on rescaled signal.\n",
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" # So we remove the scaling from the values before computing the ratio (energy-noise)/energy\n",
|
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" if status==0:\n",
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" the_max_q31=dsp.arm_q15_to_q31([the_max])[0]\n",
|
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" energy=dsp.arm_scale_q31(energy,the_max_q31,0)\n",
|
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" energy=dsp.arm_scale_q31(energy,the_max_q31,0)\n",
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" \n",
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" noise = self._noise \n",
|
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" if self._noise_status==0:\n",
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" the_max_q31=dsp.arm_q15_to_q31([self._noise_max])[0]\n",
|
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" noise=dsp.arm_scale_q31(noise,the_max_q31,0)\n",
|
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" noise=dsp.arm_scale_q31(noise,the_max_q31,0)\n",
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" \n",
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" \n",
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" temp = dsp.arm_sub_q31(energy , noise)\n",
|
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" temp[temp<0]=0\n",
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" \n",
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" scalingQ31 = np.zeros(len(temp),dtype=np.int32)\n",
|
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" shift = np.zeros(len(temp),dtype=np.int32)\n",
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" \n",
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" # The scaling factor (energy - noise) / energy is computed\n",
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" k=0\n",
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" # We assume that |energy-noise|<=energy\n",
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" # otherwise we set scaling to 1\n",
|
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" # If energy is 0 we also set scaling to 1\n",
|
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" # When a == b shiftVal is equal to 1 because 1 is represented \n",
|
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" # as 0x40000000 and shift of 1 instead of 0x7FFF for output of division\n",
|
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" # We manage this case separately\n",
|
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" for a,b in zip(temp,energy):\n",
|
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" quotient=0x7FFFFFFF\n",
|
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" shiftVal=0\n",
|
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" if b!=0 and a!=b:\n",
|
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" # We compute the quotient\n",
|
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" status,quotient,shiftVal = dsp.arm_divide_q31(a,b)\n",
|
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" if shiftVal > 0:\n",
|
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" quotient=0x7FFFFFFF\n",
|
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" shiftVal = 0\n",
|
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" \n",
|
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" scalingQ31[k] = quotient\n",
|
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" shift[k] = shiftVal\n",
|
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" \n",
|
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" k = k + 1\n",
|
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" \n",
|
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" \n",
|
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" res=dsp.arm_cmplx_mult_real_q31(vq31,scalingQ31) \n",
|
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" resQ15 = dsp.arm_q31_to_q15(res)\n",
|
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" \n",
|
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" return(resQ15)\n",
|
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" \n",
|
|
" # To have maximum accuracy with the FFT Q15, the signal is rescaled before computing the FFT\n",
|
|
" def rescale(self,w):\n",
|
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" the_max,index=dsp.arm_absmax_q15(w)\n",
|
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" \n",
|
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" quotient=0x7FFF \n",
|
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" the_shift=0\n",
|
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" status = -1\n",
|
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" if the_max != 0:\n",
|
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" status,quotient,the_shift = dsp.arm_divide_q15(0x7FFF,the_max)\n",
|
|
" if status == 0:\n",
|
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" w=dsp.arm_scale_q15(w,quotient,the_shift)\n",
|
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" return(w,status,the_max)\n",
|
|
" \n",
|
|
" # The scaling is removed after computing the IFFT\n",
|
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" def undo_scale(self,w,the_max):\n",
|
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" w=dsp.arm_scale_q15(w,the_max,0)\n",
|
|
" return(w)\n",
|
|
" \n",
|
|
" \n",
|
|
" def remove_noise(self,w):\n",
|
|
" w,status,the_max = self.rescale(w)\n",
|
|
" sig=self.window_and_pad(w)\n",
|
|
" \n",
|
|
" # Convert to complex \n",
|
|
" signalR=np.zeros(len(sig) * 2,dtype=np.int16)\n",
|
|
" signalR[0::2]=sig\n",
|
|
" \n",
|
|
"\n",
|
|
" resultR = dsp.arm_cfft_q15(self._cfftQ15,signalR,0,1)\n",
|
|
" \n",
|
|
" resultR = self.subnoise(resultR,status,the_max)\n",
|
|
"\n",
|
|
" res = dsp.arm_cfft_q15(self._cfftQ15,resultR,1,1)\n",
|
|
" res = dsp.arm_shift_q15(res,self._fftShift)\n",
|
|
" \n",
|
|
" res=res[0::2]\n",
|
|
" res=self.remove_padding(res)\n",
|
|
" \n",
|
|
" if status == 0:\n",
|
|
" res=self.undo_scale(res,the_max)\n",
|
|
" return(res)\n",
|
|
" \n",
|
|
" def estimate_noise(self,w):\n",
|
|
" w,status,the_max = self.rescale(w)\n",
|
|
" self._noise_status = status \n",
|
|
" self._noise_max = the_max\n",
|
|
" \n",
|
|
" sig=self.window_and_pad(w)\n",
|
|
" \n",
|
|
" signalR=np.zeros(len(sig) * 2)\n",
|
|
" signalR[0::2]=sig\n",
|
|
" \n",
|
|
" resultR = dsp.arm_cfft_q15(self._cfftQ15,signalR,0,1)\n",
|
|
"\n",
|
|
" resultRQ31 = dsp.arm_q15_to_q31(resultR)\n",
|
|
" \n",
|
|
" \n",
|
|
" self._noise = dsp.arm_cmplx_mag_squared_q31(resultRQ31)\n",
|
|
" \n",
|
|
" \n",
|
|
" resultR = np.zeros(len(resultR),dtype=np.int16)\n",
|
|
" \n",
|
|
" res = dsp.arm_cfft_q15(self._cfftQ15,resultR,1,1)\n",
|
|
" res = dsp.arm_shift_q15(res,self._fftShift)\n",
|
|
" \n",
|
|
" res=res[0::2]\n",
|
|
" res=self.remove_padding(res)\n",
|
|
" \n",
|
|
" if status == 0:\n",
|
|
" res=self.undo_scale(res,the_max)\n",
|
|
" \n",
|
|
" return(res)\n",
|
|
" \n",
|
|
" def do_nothing(self,w):\n",
|
|
" w,status,the_max = self.rescale(w)\n",
|
|
" sig=self.window_and_pad(w)\n",
|
|
" \n",
|
|
" \n",
|
|
" # Convert to complex \n",
|
|
" signalR=np.zeros(len(sig) * 2,dtype=np.int16)\n",
|
|
" signalR[0::2]=sig\n",
|
|
" \n",
|
|
"\n",
|
|
" resultR = dsp.arm_cfft_q15(self._cfftQ15,signalR,0,1)\n",
|
|
" res = dsp.arm_cfft_q15(self._cfftQ15,resultR,1,1)\n",
|
|
" res = dsp.arm_shift_q15(res,self._fftShift)\n",
|
|
" \n",
|
|
" res=res[0::2]\n",
|
|
" \n",
|
|
" res=self.remove_padding(res)\n",
|
|
" \n",
|
|
" if status == 0:\n",
|
|
" res=self.undo_scale(res,the_max)\n",
|
|
" \n",
|
|
" return(res)\n",
|
|
" \n",
|
|
" \n",
|
|
" def nr(self,nonr=False):\n",
|
|
" for (w,v) in zip(self._slices,self._vad):\n",
|
|
" result=None\n",
|
|
" if nonr:\n",
|
|
" result = self.do_nothing(w)\n",
|
|
" else:\n",
|
|
" if v==1:\n",
|
|
" result=self.remove_noise(w)\n",
|
|
" else:\n",
|
|
" result=self.estimate_noise(w)\n",
|
|
" self._signal.append(result)\n",
|
|
" \n",
|
|
" def overlap_and_add(self):\n",
|
|
" nbSamples = len(self._signal)*winOverlap\n",
|
|
" offsets = range(0, nbSamples,winOverlap)\n",
|
|
" offsets=offsets[0:len(self._signal)]\n",
|
|
" res=np.zeros(nbSamples,dtype=np.int16)\n",
|
|
" i=0\n",
|
|
" for n in offsets:\n",
|
|
" res[n:n+winLength] = dsp.arm_add_q15(res[n:n+winLength],self._signal[i])\n",
|
|
" i=i+1\n",
|
|
" return(res)\n",
|
|
" "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "0cf1b685",
|
|
"metadata": {},
|
|
"source": [
|
|
"Processing with no noise suppression and only a FFT/IFFT. It is useful to check if the Q15 FFT/IFFT is working without any saturation. If the reconstructed signal is bad, then you probably need to decrease the FFT length by decreasing the window duration or the sampling frequency"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 32,
|
|
"id": "48a8041b",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"n=NoiseSuppressionQ15(slices_q15)\n",
|
|
"n.nr(nonr=True)\n",
|
|
"cleaned_q15=n.overlap_and_add()\n",
|
|
"plt.plot(fix.Q15toF32(cleaned_q15))\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 33,
|
|
"id": "a8cac01a",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
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"\n",
|
|
" <audio controls=\"controls\" >\n",
|
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" <source 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\" type=\"audio/wav\" />\n",
|
|
" Your browser does not support the audio element.\n",
|
|
" </audio>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"<IPython.lib.display.Audio object>"
|
|
]
|
|
},
|
|
"execution_count": 33,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"audioQ15_nonr=Audio(data=fix.Q15toF32(cleaned_q15),rate=samplerate,autoplay=False)\n",
|
|
"audioQ15_nonr"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "9543f723",
|
|
"metadata": {},
|
|
"source": [
|
|
"Same but with noise suppression:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 34,
|
|
"id": "f99e212c",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"n=NoiseSuppressionQ15(slices_q15)\n",
|
|
"n.nr()\n",
|
|
"cleaned_q15=n.overlap_and_add()\n",
|
|
"plt.plot(fix.Q15toF32(cleaned_q15))\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "abd36813",
|
|
"metadata": {},
|
|
"source": [
|
|
"The audio to check the result:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 35,
|
|
"id": "b31616ab",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
"\n",
|
|
" <audio controls=\"controls\" >\n",
|
|
" <source 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type=\"audio/wav\" />\n",
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" Your browser does not support the audio element.\n",
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" </audio>\n",
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" "
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],
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"text/plain": [
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"<IPython.lib.display.Audio object>"
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]
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},
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"execution_count": 35,
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"metadata": {},
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"output_type": "execute_result"
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}
|
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],
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"source": [
|
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"audioQ15=Audio(data=fix.Q15toF32(cleaned_q15),rate=samplerate,autoplay=False)\n",
|
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"audioQ15"
|
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]
|
|
},
|
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{
|
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"cell_type": "markdown",
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"id": "7204cf08",
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|
"metadata": {},
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"source": [
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"## C Code"
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|
]
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},
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{
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"cell_type": "markdown",
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"id": "d83edfd5",
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|
"metadata": {},
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"source": [
|
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"Once the Python code is working, the C code should be easy to write since the API of the CMSIS-DSP Python wrapper is as close as possible to the C one.\n",
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"\n",
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"For instance, let's look at the F32 noise suppression:"
|
|
]
|
|
},
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{
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"cell_type": "markdown",
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"id": "e99015e9",
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"metadata": {},
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|
"source": [
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|
"```python\n",
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"energy = dsp.arm_cmplx_mag_squared_f32(v)\n",
|
|
"# To avoid division by zeros\n",
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"energy = dsp.arm_offset_f32(energy,1e-6)\n",
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" \n",
|
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"temp = dsp.arm_sub_f32(energy , self._noise)\n",
|
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"# C implementation will have to loop on the array and replace negative vaues\n",
|
|
"temp[temp<0]=0\n",
|
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" \n",
|
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"scaling = np.zeros(len(temp),dtype=np.float32)\n",
|
|
"# C implementation will have to loop on the arrays here\n",
|
|
"scaling = temp / energy\n",
|
|
" \n",
|
|
"res=dsp.arm_cmplx_mult_real_f32(v,scaling) \n",
|
|
"```"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "bd93e60a",
|
|
"metadata": {},
|
|
"source": [
|
|
"The C code could be:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "540d8fb5",
|
|
"metadata": {},
|
|
"source": [
|
|
"```C\n",
|
|
"float32_t *v,*energy,*noise,*temp,*scaling,*res;\n",
|
|
"\n",
|
|
"arm_cmplx_mag_squared_f32(v,energy,windowLength);\n",
|
|
"// To avoid division by zeros\n",
|
|
"arm_offset_f32(energy,1e-6,energy,windowLength);\n",
|
|
" \n",
|
|
"arm_sub_f32(energy , noise,temp,windowLength);\n",
|
|
"\n",
|
|
"for(int i=0;i < windowLength; i++)\n",
|
|
"{\n",
|
|
" if (temp[i]<0)\n",
|
|
" {\n",
|
|
" temp[i]=0;\n",
|
|
" }\n",
|
|
"}\n",
|
|
" \n",
|
|
"for(int i=0;i < windowLength; i++)\n",
|
|
"{\n",
|
|
" scaling[i] = temp[i] / energy[i];\n",
|
|
"}\n",
|
|
" \n",
|
|
"arm_cmplx_mult_real_f32(v,scaling,res,windowLength) ;\n",
|
|
"```"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3 (ipykernel)",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.10.0"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|