YuanGongND / ssast
Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".
☆370Updated 2 years ago
Alternatives and similar repositories for ssast:
Users that are interested in ssast are comparing it to the libraries listed below
- Efficient Training of Audio Transformers with Patchout☆314Updated last year
- The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"☆376Updated 5 months ago
- Audio transformations library for PyTorch☆229Updated 2 years ago
- This repo hosts the code and models of "Masked Autoencoders that Listen".☆560Updated 9 months ago
- BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation☆208Updated last year
- Code for the TASLP paper "PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation".☆142Updated last year
- This repository aims at providing efficient CNNs for Audio Tagging. We provide AudioSet pre-trained models ready for downstream training …☆249Updated last month
- Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".☆1,196Updated last year
- Toolkit for downloading and processing Google's AudioSet dataset.☆163Updated last year
- A library for speech data augmentation in time-domain☆653Updated 3 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
- ☆480Updated 6 months ago
- SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆72Updated 4 years ago
- Reading list for research topics in Sound AI☆170Updated 5 months ago
- Deep-Learning-Based Audio-Visual Speech Enhancement and Separation☆205Updated last year
- ☆103Updated 4 years ago
- Repo associated to the DESED dataset, download and creation of data☆131Updated 6 months ago
- VGGSound: A Large-scale Audio-Visual Dataset☆301Updated 3 years ago
- An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.☆355Updated 3 years ago
- ☆207Updated 10 months ago
- Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.☆983Updated this week
- This code aims at weakly-labeled semi-supervised sound event detection. The code embraces two methods we proposed to solve this task: sp…☆127Updated 4 years ago
- ☆82Updated last year
- UniSpeech - Large Scale Self-Supervised Learning for Speech☆446Updated 9 months ago
- Score-based Generative Models (Diffusion Models) for Speech Enhancement and Dereverberation☆555Updated 2 weeks ago
- Domestic environment sound event detection task☆136Updated 7 months ago
- ☆81Updated last year
- Pytorch port of Google Research's VGGish model used for extracting audio features.☆379Updated 3 years ago
- Code, Dataset, and Pretrained Models for Audio and Speech Large Language Model "Listen, Think, and Understand".☆404Updated 8 months ago
- Official PyTorch Implementation of CleanUNet (ICASSP 2022)☆302Updated last year