BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation
☆228Apr 26, 2023Updated 2 years ago
Alternatives and similar repositories for byol-a
Users that are interested in byol-a are comparing it to the libraries listed below
Sorting:
- Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.☆93Dec 22, 2022Updated 3 years ago
- EVAR ~ Evaluation package for Audio Representations☆74Feb 19, 2026Updated 2 weeks ago
- Official PyTorch implementation of Contrastive Learning of Musical Representations☆335Jul 25, 2024Updated last year
- (Hybrid) BYOL-S feature extractor using serab-byols package in pytorch.☆27Apr 20, 2024Updated last year
- SERAB: a multi-lingual benchmark for speech emotion recognition☆28Dec 16, 2022Updated 3 years ago
- Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".☆414Aug 14, 2022Updated 3 years ago
- Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations☆100Feb 20, 2026Updated last week
- A library built for easier audio self-supervised training, downstream tasks evaluation☆136Sep 25, 2025Updated 5 months ago
- COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations☆48Jul 25, 2024Updated last year
- Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.☆1,135Nov 24, 2025Updated 3 months ago
- Word Discovery in Visually Grounded, Self-Supervised Speech Models☆26Dec 4, 2023Updated 2 years ago
- PodcastMix A dataset for separating music and speech in podcasts.☆44Aug 20, 2024Updated last year
- Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".☆1,424May 21, 2023Updated 2 years ago
- A library for speech data augmentation in time-domain☆683Aug 30, 2021Updated 4 years ago
- Efficient Training of Audio Transformers with Patchout☆370Jan 12, 2024Updated 2 years ago
- COLA contrastive pre-training method implemented in PyTorch☆43Jan 27, 2021Updated 5 years ago
- A GPU-optional modular synthesizer in pytorch, 16200x faster than realtime, for audio ML researchers.☆366Feb 16, 2026Updated 2 weeks ago
- Public Code for the paper MAE-AST: Masked Autoencoding Audio Spectrogram Transformer☆91Jun 9, 2022Updated 3 years ago
- An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.☆368Oct 12, 2021Updated 4 years ago
- A Pytorch implementation of the paper : SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification☆34Jun 25, 2021Updated 4 years ago
- Audio processing by using pytorch 1D convolution network☆1,117Dec 7, 2025Updated 2 months ago
- Official implementation of "Learning Music Audio Representations Via Weak Language Supervision" (ICASSP 2022)☆47Dec 3, 2024Updated last year
- One-shot TTS with Improved Unseen Speaker and Style Transfer☆37Mar 2, 2022Updated 4 years ago
- Official code for Wav2Seq☆97Jul 19, 2022Updated 3 years ago
- Dataset and baseline code for the VocalSound dataset (ICASSP2022).☆161Nov 12, 2022Updated 3 years ago
- Audio transformations library for PyTorch☆236Apr 19, 2022Updated 3 years ago
- A lightweight library for Frechet Audio Distance calculation.☆310Feb 11, 2026Updated 3 weeks ago
- RWCP-SSD-Onomatopoeia☆23Jun 28, 2023Updated 2 years ago
- A Python package of the dynamic compressive gammachirp filterbank (dcGC-FB)☆31May 14, 2024Updated last year
- Python library for downloading, loading & working with sound datasets☆350Sep 23, 2025Updated 5 months ago
- This repository contains all the code necessary for running the multilingual distilwhisper from Ferraz et al. 2024 IEEE ICASSP paper.☆33Oct 23, 2025Updated 4 months ago
- This repo hosts the code and models of "Masked Autoencoders that Listen".☆652Apr 5, 2024Updated last year
- A toolkit for Spoken Language Understanding Evaluation (SLUE) benchmark. Refer paper https://arxiv.org/abs/2111.10367 for more details. O…☆66Feb 26, 2024Updated 2 years ago
- PyTorch wrappers for using your model in audacity!☆181Aug 13, 2023Updated 2 years ago
- The source code and pre-trained model of the paper "On the Preparation and Validation of a Large-scale Dataset"☆63Jan 7, 2026Updated last month
- Composing General Audio Representation by Fusing Multilayer Features of a Pre-trained Model☆26Apr 26, 2023Updated 2 years ago
- System that ranks 2nd in DCASE 2022 Challenge Task 5: Few-shot Bioacoustic Event Detection☆28Jul 6, 2022Updated 3 years ago
- Contrastive Language-Audio Pretraining☆87Mar 6, 2022Updated 3 years ago
- NANSY++: Unified Voice Synthesis with Neural Analysis and Synthesis☆151Feb 11, 2023Updated 3 years ago