audio-classification

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

Code for YouTube series: Deep Learning for Audio Classification

Urban sound classification using Deep Learning

Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.

Data labeling react app that is backend agnostic and can be embedded into your applications — distributed as an NPM package

The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".

Code and Pretrained Models for Interspeech 2023 Paper "Whisper-AT: Noise-Robust Automatic Speech Recognizers are Also Strong Audio Event Taggers"

Efficient Training of Audio Transformers with Patchout

🚤 Label data at scale. Fun and precision included.

A multi-channel neural network audio classifier using Keras

Identify sounds in short audio clips

Code for the TASLP paper "PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation".

[IJCAI 2024] EAT: Self-Supervised Pre-Training with Efficient Audio Transformer

Official Implementation of the work "Audio Mamba: Bidirectional State Space Model for Audio Representation Learning"

🎶 dead simple audio classification

Dataset and baseline code for the VocalSound dataset (ICASSP2022).

Audio classification with VGGish as feature extractor in TensorFlow