audioclassification 开源项目推荐（18 个）

yeyupiaoling /AudioClassification-Pytorch

Pytorch 的声音分类实现支持 EcapaTdnn、PANNS、TDNN、Res2Net、ResNetSE 等模型，以及多种预处理方法。

yeyupiaoling /AudioClassification-Tensorflow

基于Tensorflow实现声音分类，博客地址：

IvanBirkmaier /Audioset

This repository is built with a focus on practical ways to obtain and work with the audio data of audioset. You can use this repository to download and precprocess audioset wav files for running the recipies of Audio Spectogram Transformer (AST) and Masked Autoencoder that listen (Audio - MAE).

tahangz /Audio-Classification-with-CNN

This project leverages Convolutional Neural Networks (CNNs) to perform real-time audio classification in rainforest environments, detecting sounds such as chainsaws, truck engines, and storms. Audio data, sourced from UrbanSound8K and rainforest recordings, is preprocessed into spectrograms using Librosa, while synthetic soundscapes are generated w

manthanthakker /AudioClassification

This repository contains code/papers/research on Speech or Audio Classification

SheemaMasood381 /BirdClef-2025-Kaggle

BirdCLEF 2025 soundscape classification project using deep learning (SeresNeXt26t) with PyTorch, pseudo-labeling, and audio preprocessing for bird species identification.

malik-vishu /AUDIO-GENDER-CLASSIFICATION

该项目在 GitHub 上没有填写描述

dhivyasreedhar /Covid19CoughDetection

A Convolutional Neural Network which is trained to detect COVID 19 even in asymptotic patients using only cough recordings.

JAHNAVIDINGARI /Heart-sound-classification

This project builds a deep-learning-based heartbeat sound classification system using MFCC features and multiple models including CNN, BiLSTM, and a Hybrid CNN–BiLSTM architecture. The system detects and classifies heart sounds into normal, murmur, and artifact categories, supporting early cardiac abnormality detection.

rohan-singh987 /DeepAudioClassifier

Speech Emotion Recognition, abbreviated as SER, is the act of attempting to recognize human emotion and affective states from speech. This is capitalizing on the fact that voice often reflects underlying emotion through tone and pitch. This is also the phenomenon that animals like dogs and horses employ to be able to understand human emotion.

rjblabay /AI231-ME2-Voice-Control

Tiny offline voice-command system for Raspberry Pi 4: Astra wake-word detection and command recognition with INT8 ONNX Runtime.

CarloAncri /IASProject_Ancri_Carlo

Ancri Carlo, UniMi

mZynths /caba-set

Dataset for CABA: Clasificador Automatico de Botellas por Acustica (Automatic Acustic Bottle Classifier)

CarloAncri /IAMProject_Ancri_Carlo

Ancri Carlo, UniMi.

sheharyarIshfaq /birdclef-2026-classical-ml

Classical ML pipeline for BirdCLEF+ 2026: identifying 206 wildlife species from Pantanal audio recordings with hand-engineered features, no neural networks. 0.922 macro ROC-AUC.

apolaf44 /GeneralRepository

This is a space where I share my personal portfolio :)

shivam1423 /Audio-XAI

A novel, model-agnostic Explainable AI (XAI) framework for audio classification. Introduces RISE-SPEC, RISE-WAVE, and RISE-AUDIO, demonstrating superior interpretability over baseline methods like RISE, LIME, and Grad-CAM.

ritikdhame /ritikdhame.github.io

A deep learning model that can detect the presence of capuchin bird calls in audio clips