nttcslab / byol-a
BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation
☆212Updated 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:
- Audio transformations library for PyTorch☆232Updated 3 years ago
- Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.☆93Updated 2 years ago
- Efficient Training of Audio Transformers with Patchout☆334Updated last year
- Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".☆381Updated 2 years ago
- Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations☆90Updated 10 months ago
- COLA contrastive pre-training method implemented in PyTorch☆43Updated 4 years ago
- Code for the TASLP paper "PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation".☆144Updated last year
- Toolkit for downloading and processing Google's AudioSet dataset.☆170Updated last year
- EVAR ~ Evaluation package for Audio Representations☆54Updated 2 weeks ago
- Evaluation kit for the HEAR Benchmark☆59Updated last week
- Perceptual Metrics of Audio - perceptually relevant loss function. DPAM and CDPAM☆361Updated 2 years ago
- Baseline systems for the FSD50K dataset☆69Updated 3 years ago
- Source code for models described in the paper "ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio" (https://arxiv.o…☆46Updated 3 years ago
- 📁 This repo makes it easy to download the raw audio files from AudioSet (32.45 GB, 632 classes).☆103Updated last year
- ☆491Updated 10 months ago
- A library built for easier audio self-supervised training, downstream tasks evaluation☆117Updated 8 months ago
- The official repository for Audio ALBERT☆65Updated 3 years ago
- Pytorch code for "Rethinking CNN Models for Audio Classification"☆128Updated 4 years ago
- A list of papers about audio captioning☆77Updated 2 years ago
- Variational auto-encoders for audio☆122Updated 4 years ago
- Dataset and baseline code for the VocalSound dataset (ICASSP2022).☆138Updated 2 years ago
- SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆78Updated 4 years ago
- Audio Captioning datasets for PyTorch.☆117Updated last month
- Pytorch implementation of Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs (Interspeech, 2020)☆74Updated 4 years ago
- Learn and L3 embedding from audio/video pairs☆87Updated 3 years ago
- Reading list for research topics in Sound AI☆180Updated 9 months ago
- Public Code for the paper MAE-AST: Masked Autoencoding Audio Spectrogram Transformer☆88Updated 2 years ago
- A PyTorch implementation of Meta-TasNet from "Meta-learning Extractors for Music Source Separation☆138Updated 9 months ago
- An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.☆359Updated 3 years ago
- A library for speech data augmentation in time-domain☆661Updated 3 years ago