From ab9cb64bae60caa0ee9d25009f189f26e9061071 Mon Sep 17 00:00:00 2001 From: AIoT01 Date: Tue, 5 Nov 2024 16:49:00 +0000 Subject: [PATCH] feat: #97 initial spectrum examples --- examples/spectrum_transform.ipynb | 275 ++++++++++++++++++++++++++++++ 1 file changed, 275 insertions(+) create mode 100644 examples/spectrum_transform.ipynb diff --git a/examples/spectrum_transform.ipynb b/examples/spectrum_transform.ipynb new file mode 100644 index 0000000..73319be --- /dev/null +++ b/examples/spectrum_transform.ipynb @@ -0,0 +1,275 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# Loads the autoreload extension in Notebook\n", + "%load_ext autoreload\n", + "# Sets the autoreload mode to reload all modules before executing code\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "from caits.loading import wav_specs_check\n", + "from caits.visualization import plot_signal, plot_simple_spectrogram\n", + "from caits.fe import stft, amplitude_to_db, power_to_db\n", + "from utils import load_wav_instance" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1\n" + ] + } + ], + "source": [ + "audio = load_wav_instance(path=\"data/yes.wav\", return_vector=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "y: (16000,), sr: 16000\n" + ] + } + ], + "source": [ + "# Load audio file\n", + "y = audio[\"signal\"]\n", + "sr = audio[\"sr\"]\n", + "print(f\"y: {y.shape}, sr: {sr}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'nchannels': 1,\n", + " 'sampwidth': 2,\n", + " 'framerate': 16000,\n", + " 'nframes': 16000,\n", + " 'comptype': 'NONE',\n", + " 'compname': 'not compressed'}" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "audio_params = wav_specs_check(\"data/yes.wav\")\n", + "audio_params" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_signal(y, sr, return_mode=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Definitions" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "FRAME_SIZE = 2048\n", + "HOP_LENGTH = 128\n", + "N_MELS = 128\n", + "LOWER_FREQ = 80\n", + "UPPER_FREQ = 1000" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Spectrogram" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# Compute the short-time Fourier transform (STFT) of the audio signal\n", + "D = stft(y, n_fft=FRAME_SIZE, hop_length=HOP_LENGTH)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1025, 126)" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "D.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "S_db = amplitude_to_db(np.abs(D), ref=np.max)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1025, 126)" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "S_db.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_simple_spectrogram(S_db)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "S_pow = power_to_db(np.abs(D))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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