zeinabmostafavi / AudioClaasification

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AudioClaasification

General

Torchaudio is a library for audio and signal processing with PyTorch. It provides I/O, signal and data processing functions, datasets, model implementations and application components.

An audio classification

This code first pre-processes the audio files and trains an audio segment classifier, given a set of WAV files stored in folders (each folder represents a different class). Then, using the Telegram bot, she takes the voice of the person and says the name of the class

Bot Telegram

Installation

Install dependencies: pip install -r ./requirements.txt

Dataset

Dataset contains voices from 11 classes

Accuracy
Test data 0.9495

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Language:Jupyter Notebook 98.2%Language:Python 1.8%