{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", " \n", " \n", " \n", "
\n", " \n", " Demo\n", " \n", "
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\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Target(1): 結合所有Project成果為GUI展示\n", "# Target(2): 使用者可透過麥克風説話,程式將判斷使用者說了哪些中/英數字\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## [Demo影片](https://www.youtube.com/watch?v=_yKum1DxPJM)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 對應source code連結\n", "- ### [Demo資料夾](https://github.com/wenya-chungyuan-jauhhsiang/Spoken-Digit-Recognizer/tree/master/src/Demo)\n", " - main.py (主程式,已結合split_audio.py)\n", " - audiostream.py (處理麥克風音訊)\n", " - visualizer.ui (介面設計檔)\n", " - models (CQT+CNN, STFT+CNN, MFCC+RNN,各有中/英版本,共6個model)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## GUI介面\n", "\"demo\"\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 處理流程\n", "- 使用者選取Model,共六種Model供選擇,分別是\n", " - EN_CQT_CNN.h5\n", " - CH_CQT_CNN.h5\n", " - EN_STFT_CNN.h5\n", " - CH_STFT_CNN.h5\n", " - EN_MFCC_RNN.h5\n", " - CH_MFCC_RNN.h5\n", "- 點選\"Record\"按鈕錄音,再按一次停止錄音\n", "- 程式將使用split_audio.py之程式分割音檔\n", "- 使用選擇的Model偵測每個分割的音檔數字為何" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Reference\n", "- https://github.com/markjay4k/Audio-Spectrum-Analyzer-in-Python" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.6.7" } }, "nbformat": 4, "nbformat_minor": 2 }