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:
- Who calls the shots? Rethinking Few-Shot Learning for Audio (WASPAA 2021)☆43Updated 3 years ago
- COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations☆48Updated last year
- Paderbox: A collection of utilities for audio / speech processing☆41Updated 4 months ago
- PyTorch Dataset for Speech and Music audio☆79Updated last year
- Asteroid's filterbanks☆88Updated 10 months ago
- Official implementation of EfficientLEAF, a learnable audio frontend.☆47Updated 2 years ago
- A PyTorch implementation: "LASAFT-Net-v2: Listen, Attend and Separate by Attentively aggregating Frequency Transformation"☆33Updated 3 years ago
- Addressing the confounds of accompaniments in singer identification☆18Updated 5 years ago
- easy-to-use implementation of the ISMIR 2013 Audio Degradation Toolbox☆53Updated 6 years ago
- Sound event detection with depthwise separable and dilated convolutions.☆52Updated 5 years ago
- Source code for training models and using the hyperbolic interface proposed in our ICASSP 2023 paper, “Hyperbolic Audio Source Separation…☆69Updated 2 years ago
- A new comprehensive and diverse few-shot acoustic classification benchmark.☆65Updated last year
- Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.☆93Updated 2 years ago
- Learning Complex Basis Functions for Invariant Signal Representations with the Complex Autoencoder☆38Updated 11 months ago
- Audio activity detector based on per-channel energy normalization (PCEN)☆29Updated 7 years ago
- ☆58Updated 5 years ago
- Unsupervised Representation Learning for Singing Voice Separation☆22Updated 2 years ago
- Training and evaluation code for Re-MOVE models with embedding distillation☆31Updated 2 years ago
- Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features☆85Updated 2 years ago
- Big Impulse Response Dataset☆155Updated 3 years ago
- CNN-based singing voice detection experiments☆37Updated 7 years ago
- A PyTorch implementation of Meta-TasNet from "Meta-learning Extractors for Music Source Separation☆137Updated last year
- Crowdsourced Audio Quality Evaluation Toolkit☆55Updated 3 years ago
- pyMUSHRA is a python web application which hosts webMUSHRA experiments and collects the data with python.☆46Updated 7 months ago
- Simple baseline model for the HEAR benchmark☆23Updated last month
- acoss: Audio Cover Song Suite is a framework for feature extraction and benchmarking for the cover song identification (CSI) task☆39Updated 2 years ago
- Python library for audio augmentation☆84Updated 2 years ago
- 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
- 📁 This repo makes it easy to download the raw audio files from AudioSet (32.45 GB, 632 classes).☆103Updated 2 years ago
- Revisiting Singing Voice Detection : a Quantitative Review and the Future Outlook☆67Updated 3 years ago