kkoutini / PaSST
Efficient Training of Audio Transformers with Patchout
☆315Updated last year
Alternatives and similar repositories for PaSST:
Users that are interested in PaSST are comparing it to the libraries listed below
- Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".☆372Updated 2 years ago
- Audio transformations library for PyTorch☆229Updated 2 years ago
- This repository aims at providing efficient CNNs for Audio Tagging. We provide AudioSet pre-trained models ready for downstream training …☆251Updated 2 months ago
- The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"☆382Updated 5 months ago
- Toolkit for downloading and processing Google's AudioSet dataset.☆164Updated last year
- BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation☆207Updated last year
- ☆207Updated 10 months ago
- This repo hosts the code and models of "Masked Autoencoders that Listen".☆560Updated 9 months ago
- ☆481Updated 7 months ago
- Reading list for research topics in Sound AI☆171Updated 5 months ago
- ☆103Updated 4 years ago
- Code for the TASLP paper "PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation".☆142Updated last year
- Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.☆990Updated 2 weeks ago
- Domestic environment sound event detection task☆138Updated 7 months ago
- ☆81Updated last year
- Audio Captioning datasets for PyTorch.☆113Updated 2 months ago
- A library for speech data augmentation in time-domain☆653Updated 3 years ago
- This repo includes the official implementations of "Fine-tune the pretrained ATST model for sound event detection".☆115Updated 3 months ago
- Official PyTorch implementation of Contrastive Learning of Musical Representations☆313Updated 6 months ago
- This code aims at weakly-labeled semi-supervised sound event detection. The code embraces two methods we proposed to solve this task: sp…☆126Updated 4 years ago
- Dataset and baseline code for the VocalSound dataset (ICASSP2022).☆127Updated 2 years ago
- LEAF is a learnable alternative to audio features such as mel-filterbanks, that can be initialized as an approximation of mel-filterbanks…☆502Updated 2 years ago
- SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆72Updated 4 years ago
- A lightweight library for Frechet Audio Distance calculation.☆250Updated 4 months ago
- Pytorch code for "Rethinking CNN Models for Audio Classification"☆125Updated 3 years ago
- An open source dataset for source separation☆395Updated 11 months ago
- Repo associated to the DESED dataset, download and creation of data☆132Updated 6 months ago
- The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022☆191Updated 2 years ago
- Deep-Learning-Based Audio-Visual Speech Enhancement and Separation☆205Updated last year
- A library built for easier audio self-supervised training, downstream tasks evaluation☆112Updated 5 months ago