fschmid56 / EfficientAT
This repository aims at providing efficient CNNs for Audio Tagging. We provide AudioSet pre-trained models ready for downstream training and extraction of audio embeddings.
☆229Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for EfficientAT
- Efficient Training of Audio Transformers with Patchout☆302Updated 9 months ago
- Reading list for research topics in Sound AI☆165Updated 3 months ago
- The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"☆363Updated 2 months ago
- Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".☆364Updated 2 years ago
- Code for the TASLP paper "PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation".☆139Updated last year
- Audio transformations library for PyTorch☆225Updated 2 years ago
- ☆78Updated last year
- Toolkit for downloading and processing Google's AudioSet dataset.☆160Updated last year
- Explicit Estimation of Magnitude and Phase Spectra in Parallel for High-Quality Speech Enhancement☆312Updated last week
- This repo includes the official implementations of "Fine-tune the pretrained ATST model for sound event detection".☆97Updated 3 weeks ago
- The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022☆186Updated 2 years ago
- Repo associated to the DESED dataset, download and creation of data☆123Updated 3 months ago
- Dataset and baseline code for the VocalSound dataset (ICASSP2022).☆122Updated last year
- A library built for easier audio self-supervised training, downstream tasks evaluation☆105Updated 2 months ago
- ☆195Updated 8 months ago
- ☆125Updated 2 weeks ago
- SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆70Updated 4 years ago
- Source code for Consistent ensemble distillation for audio tagging☆14Updated 3 months ago
- Official PyTorch Implementation of CleanUNet (ICASSP 2022)☆294Updated last year
- This repo hosts the code and models of "Masked Autoencoders that Listen".☆541Updated 7 months ago
- Domestic environment sound event detection task☆127Updated 4 months ago
- A PyTorch implementation of DNN-based source separation.☆290Updated 2 years ago
- Code for SuDoRm-Rf networks for efficient audio source separation. SuDoRm-Rf stands for SUccessive DOwnsampling and Resampling of Multi-R…☆308Updated last year
- PyTorch implementation of the Perceptual Evaluation of Speech Quality for wideband audio☆149Updated last year
- Score-based Generative Models (Diffusion Models) for Speech Enhancement and Dereverberation☆497Updated 3 weeks ago
- A simple library for Fréchet Audio Distance (FAD) calculation☆145Updated 3 weeks ago
- Masked Modeling Duo: Towards a Universal Audio Pre-training Framework☆76Updated 3 months ago
- [IJCAI 2024] EAT: Self-Supervised Pre-Training with Efficient Audio Transformer☆113Updated 6 months ago
- Audio Captioning datasets for PyTorch.☆105Updated this week
- This is the official implementation of the SEMamba paper. (Accepted to IEEE SLT 2024)☆141Updated 2 months ago