{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Spoken Digit Experiment\n",
" \n",
"\n",
"---\n",
"\n",
"This experiment will use an audio dataset named **spoken_digit** to test the performance of synergistic learning on audio classification tasks. The dataset consists of 3,000 recordings of digit (from 0 to 9) pronounced in English, by 6 speakers: \n",
"\n",
"*6 (speakers) x 10 (digits) x 50 (repetitions) = 3,000 (audio files)*\n",
"\n",
"Think MNIST for audio.\n",
"\n",
"\n",
"### Import necessary packages and modules"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import IPython.display as ipd\n",
"from joblib import Parallel, delayed"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Load spoken_digit data and extract features\n",
"To try on the up-to-date version of spoken_digit, we download the dataset from github repo (https://github.com/Jakobovski/free-spoken-digit-dataset) to our local disk. Find and copy the path of recordings. Here, the path is `D:/Python Exploration/free-spoken-digit-dataset/recordings/`.\n",
"\n",
"Then we use **librosa** to load audio file, and extract the **STFT** (Short-time Fourier transform) feature. Since each audio has different durations, the STFT spectrograms vary in width. For convenience, we regularize the STFT spectrograms all to 28 by 28 images, using function provided by **opencv**. \n",
"\n",
"*Please ensure that you have **librosa** and **opencv** installed to run this experiment.*\n",
"\n",
"---\n",
"After running the block below, you will get:\n",
"\n",
"`audio_data`: List of audio data, each item contains audio samples of a single digit. length = 3000\n",
"\n",
"`x_spec_mini`: Numpy array of STFT spectrograms that have been resized to 28 by 28 image. shape = (3000, 28, 28)\n",
"\n",
"`y_number`: Numpy array of labels indicating which digit is spoken. shape = (3000,)\n",
"\n",
"`y_speaker`: Numpy array of first letter of the speaker. shape = (3000,)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"from functions.spoken_digit_functions import load_spoken_digit\n",
"\n",
"path_recordings = \"./recordings/\"\n",
"\n",
"audio_data, x_spec_mini, y_number, y_speaker = load_spoken_digit(path_recordings)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Inspect data\n",
"\n",
"Before running synergistic learning, let's take a look at our audio data and spectrograms.\n",
"\n",
"First, let's play some audio of the digits!"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"This is number 4 spoken by speaker Y \n",
"Duration: 3857 samples in 0.482125 seconds\n"
]
},
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"num = 2999 # choose from 0 to 2999\n",
"\n",
"print(\n",
" \"This is number\",\n",
" y_number[num],\n",
" \"spoken by speaker\",\n",
" y_speaker[num].upper(),\n",
" \"\\nDuration:\",\n",
" audio_data[num].shape[0],\n",
" \"samples in\",\n",
" audio_data[num].shape[0] / 8000,\n",
" \"seconds\",\n",
")\n",
"ipd.Audio(audio_data[num], rate=8000)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now, let's display STFT spectrograms of a same digit spoken by different speakers, and see if there is any distinguishable differences."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
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\n",
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