Audio Classification Transformers Transformer Models

Tools for classifying, detecting, and identifying audio events, speech, and sound types using transformer models. Includes speaker identification, sound event detection, environmental sound classification, and biomedical audio analysis. Does NOT include music generation, speech synthesis, or general audio processing without classification objectives.

There are 24 audio classification transformers models tracked. The highest-rated is CouncilDataProject/speakerbox at 44/100 with 60 stars.

Get all 24 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=audio-classification-transformers&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Model	Score	Tier	Stars	Language
1	CouncilDataProject/speakerbox Speakerbox: Fine-tune Audio Transformers for speaker identification.	44	Emerging	60	Python
2	CVxTz/music_genre_classification music genre classification : LSTM vs Transformer	42	Emerging	63	Python
3	HHousen/speaker-change-detection Speaker change detection using SincNet and an LSTM/Transformer	40	Emerging	57	Jupyter Notebook
4	palonso/MAEST Pre-training, fine-tuning, and inference code with the MAEST models for...	35	Emerging	54	Python
5	icon-lab/HST Official implementation of Hierarchical Spectrogram Transformers (HST)	30	Emerging	20	Python
6	aaronstevenwhite/spectrans Modular spectral transformer implementations in PyTorch with Fourier,...	29	Experimental	4	Python
7	pooya-mohammadi/audio-classification-pytorch In this project, several approaches for training/finetuning an audio gender...	26	Experimental	43	Jupyter Notebook
8	GiovanniIacuzzo/Classification-instruments Automatic classification of musical instruments from audio spectrograms...	23	Experimental	11	Jupyter Notebook
9	8asic/mlpc2025-sound-event-detection Competition-winning SED (Sound Event Detection) system that identifies audio...	23	Experimental	1	Jupyter Notebook
10	Rana-yamach/Music-Genre-Classification Comparing SVM and Transformer (AST) models for classifying music genres...	21	Experimental	—	Jupyter Notebook
11	Walt-1091/Signal-to-Sequence-Transformer 🔍 Classify 1D signal data using a CNN + Transformer model, enabling advanced...	21	Experimental	—	Python
12	nbathreya/Signal-to-Sequence-Transformer Deep learning classifier for 1D signal data with transformer architecture.	20	Experimental	1	Python
13	Vaioskn/song-identification-fingerprints-and-embeddings Song identification combining landmark audio fingerprinting with...	20	Experimental	4	Python
14	JaspreetSingh-exe/Music-Genre-Classification This project builds a Music Genre Classification System using SVM, CNN,...	17	Experimental	1	Jupyter Notebook
15	Saiful185/AudioFuse AudioFuse: Unified Spectral-Temporal Learning via a Hybrid ViT-1D CNN...	17	Experimental	—	Jupyter Notebook
16	sborquez/volcano-seismic Automatic classification of seismic signals from Llaima volcano (Chile)	17	Experimental	1	Jupyter Notebook
17	omer-gulsoy/ML-ClassicalMusicEra 🎻 AI project classifying Classical Music eras (Baroque, Classical, Romantic,...	13	Experimental	—	Python
18	qthuy2k1/audio-instrument-classification A program for training audio classification model	13	Experimental	3	Jupyter Notebook
19	Ashu708907/Music-Genre-Classification-using-Spectrogram-images 🎵 Classify music genres by analyzing spectrogram images with machine...	13	Experimental	—	Jupyter Notebook
20	sayandeepmaity/luminator Microphone Array-Based Direction of Arrival of Gunshot Detection .Gun...	13	Experimental	—	Jupyter Notebook
21	M4sum/save-forest-elephants Detect elephant rumbles and gunshots on recordings made in the forests of...	11	Experimental	—	HTML
22	sayhitosandy/Transformer-Speech-Classifier-LM Implementation and exploration of transformer models for speech segment...	11	Experimental	—	Jupyter Notebook
23	SagharShafaati/PD-Detection-Transformer-GMM This repository contains the Python implementation for the article...	11	Experimental	—	Jupyter Notebook
24	pamudu123/HTDemucs Hybrid Transformers for Audio Source Separation	10	Experimental	2	—