MTG / DCASE-modelsLinks
Python library for rapid prototyping of environmental sound analysis systems
☆43Updated 3 years ago
Alternatives and similar repositories for DCASE-models
Users that are interested in DCASE-models are comparing it to the libraries listed below
Sorting:
- Baseline systems for the FSD50K dataset☆69Updated 4 years ago
- Big Impulse Response Dataset☆150Updated 2 years ago
- Sound event detection with depthwise separable and dilated convolutions.☆53Updated 5 years ago
- Asteroid's filterbanks☆86Updated 8 months ago
- Who calls the shots? Rethinking Few-Shot Learning for Audio (WASPAA 2021)☆44Updated 3 years ago
- PyTorch Dataset for Speech and Music audio☆78Updated last year
- Paderbox: A collection of utilities for audio / speech processing☆41Updated last month
- COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations☆48Updated last year
- A PyTorch implementation: "LASAFT-Net-v2: Listen, Attend and Separate by Attentively aggregating Frequency Transformation"☆33Updated 3 years ago
- CNN-based singing voice detection experiments☆37Updated 7 years ago
- Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.☆93Updated 2 years ago
- A PyTorch implementation of Meta-TasNet from "Meta-learning Extractors for Music Source Separation☆138Updated last year
- A new comprehensive and diverse few-shot acoustic classification benchmark.☆64Updated 11 months ago
- Official implementation of EfficientLEAF, a learnable audio frontend.☆47Updated 2 years ago
- Source code for training models and using the hyperbolic interface proposed in our ICASSP 2023 paper, “Hyperbolic Audio Source Separation…☆70Updated 2 years ago
- ☆18Updated 3 years ago
- WavEncoder is a Python library for encoding audio signals, transforms for audio augmentation, and training audio classification models wi…☆92Updated 4 years ago
- PyTorch implementation of the LEAF audio frontend☆73Updated 2 years ago
- Audio activity detector based on per-channel energy normalization (PCEN)☆29Updated 6 years ago
- Unsupervised Representation Learning for Singing Voice Separation☆22Updated 2 years ago
- Simple baseline model for the HEAR benchmark☆23Updated 3 weeks ago
- easy-to-use implementation of the ISMIR 2013 Audio Degradation Toolbox☆52Updated 5 years ago
- 📁 This repo makes it easy to download the raw audio files from AudioSet (32.45 GB, 632 classes).☆102Updated 2 years ago
- ☆47Updated last year
- Baseline method for sound event localization task of DCASE 2021 challenge☆41Updated 4 years ago
- Repo associated to the DESED dataset, download and creation of data☆137Updated last year
- Visualization toolbox for Sound Event Detection☆123Updated last year
- Audio degradation toolbox in python, with a command-line tool. It is useful to apply controlled degradations to audio: e.g. data augmenta…☆55Updated 3 years ago
- A didactic toolkit to rapidly prototype audio classifiers with pre-trained Tensorflow models and Scikit-learn☆144Updated 2 years ago
- A collection of utilities for Detection and Classification of Acoustic Scenes and Events☆132Updated 5 months ago