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 21 audio classification transformers models tracked. The highest-rated is CouncilDataProject/speakerbox at 37/100 with 60 stars.

Get all 21 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.	37	Emerging	60	Python
2	CVxTz/music_genre_classification music genre classification : LSTM vs Transformer	35	Emerging	63	Python
3	HHousen/speaker-change-detection Speaker change detection using SincNet and an LSTM/Transformer	33	Emerging	57	Jupyter Notebook
4	palonso/MAEST Pre-training, fine-tuning, and inference code with the MAEST models for...	28	Experimental	54	Python
5	aaronstevenwhite/spectrans Modular spectral transformer implementations in PyTorch with Fourier,...	25	Experimental	4	Python
6	icon-lab/HST Official implementation of Hierarchical Spectrogram Transformers (HST)	23	Experimental	20	Python
7	Walt-1091/Signal-to-Sequence-Transformer 🔍 Classify 1D signal data using a CNN + Transformer model, enabling advanced...	22	Experimental	—	Python
8	8asic/mlpc2025-sound-event-detection Competition-winning SED (Sound Event Detection) system that identifies audio...	21	Experimental	1	Jupyter Notebook
9	pooya-mohammadi/audio-classification-pytorch In this project, several approaches for training/finetuning an audio gender...	19	Experimental	43	Jupyter Notebook
10	Rana-yamach/Music-Genre-Classification Comparing SVM and Transformer (AST) models for classifying music genres...	19	Experimental	—	Jupyter Notebook
11	GiovanniIacuzzo/Classification-instruments Automatic classification of musical instruments from audio spectrograms...	16	Experimental	11	Jupyter Notebook
12	nbathreya/Signal-to-Sequence-Transformer Deep learning classifier for 1D signal data with transformer architecture.	16	Experimental	1	Python
13	arnab-glitch/Forensic-Audio-Classifier-Tool-Bengali Forensic Audio Classifier Tool is an ML-based digital forensics system built...	15	Experimental	—	Python
14	Saiful185/AudioFuse AudioFuse: Unified Spectral-Temporal Learning via a Hybrid ViT-1D CNN...	15	Experimental	—	Jupyter Notebook
15	Ashu708907/Music-Genre-Classification-using-Spectrogram-images 🎵 Classify music genres by analyzing spectrogram images with machine...	14	Experimental	—	Jupyter Notebook
16	Vaioskn/song-identification-fingerprints-and-embeddings Song identification combining landmark audio fingerprinting with...	14	Experimental	4	Python
17	gojira69/music-auto-tagging Transformer-based music auto-tagging on VGGish embeddings with...	11	Experimental	—	Jupyter Notebook
18	sayandeepmaity/luminator Microphone Array-Based Direction of Arrival of Gunshot Detection .Gun...	11	Experimental	—	Jupyter Notebook
19	omer-gulsoy/ML-ClassicalMusicEra 🎻 AI project classifying Classical Music eras (Baroque, Classical, Romantic,...	11	Experimental	—	Python
20	sborquez/volcano-seismic Automatic classification of seismic signals from Llaima volcano (Chile)	10	Experimental	1	Jupyter Notebook
21	JaspreetSingh-exe/Music-Genre-Classification This project builds a Music Genre Classification System using SVM, CNN,...	10	Experimental	1	Jupyter Notebook