musikalkemist / audioDataAugmentationTutorial
Repository hosting code and slides of the Audio Data Augmentation series on The Sound of AI YT channel.
☆38Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for audioDataAugmentationTutorial
- Official implementation of EfficientLEAF, a learnable audio frontend.☆39Updated last year
- Introducing multi-channel U-Net for Music Source Separation trained using weighted multi-task loss.☆30Updated last year
- Library of TensorFlow layers for audio data processing and data augmentation☆20Updated 2 years ago
- ☆86Updated 2 years ago
- Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features☆85Updated last year
- WavEncoder is a Python library for encoding audio signals, transforms for audio augmentation, and training audio classification models wi…☆89Updated 3 years ago
- Baseline systems for the FSD50K dataset☆67Updated 3 years ago
- PyTorch Dataset for Speech and Music audio☆73Updated 4 months ago
- Who calls the shots? Rethinking Few-Shot Learning for Audio (WASPAA 2021)☆41Updated 2 years ago
- Zafar's Audio Functions in Python for audio signal analysis: STFT, inverse STFT, mel filterbank, mel spectrogram, MFCC, CQT kernel, CQT s…☆53Updated 9 months ago
- Sound event detection with depthwise separable and dilated convolutions.☆53Updated 4 years ago
- Source code for training models and using the hyperbolic interface proposed in our ICASSP 2023 paper, “Hyperbolic Audio Source Separation…☆57Updated last year
- ☆49Updated 4 months ago
- An implementation of audio source separation tools.☆78Updated last year
- Pytorch: Channel-wise subband (CWS) input for better voice and accompaniment separation☆94Updated 3 years ago
- Author's repository for reproducing DcaseNet, an integrated pre-trained DNN that performs acoustic scene classification, audio tagging, a…☆40Updated 3 years ago
- Translating Synthetic RIRs to Real RIRs☆40Updated last year
- Speech Dereverberation using Fully Convolutional Networks☆68Updated 4 years ago
- A new comprehensive and diverse few-shot acoustic classification benchmark.☆60Updated last month
- An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection☆66Updated 3 years ago
- ☆53Updated 4 years ago
- COLA contrastive pre-training method implemented in PyTorch☆42Updated 3 years ago
- Da - ECHO - RetrievAl - daTasEt☆24Updated 4 months ago
- Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.☆93Updated last year
- Control mechanisms to the U-Net architecture for doing multiple source separation instruments☆48Updated 4 years ago
- Unsupervised Music Source Separation Using Differentiable Parametric Source Models☆60Updated last year
- PyTorch implementation of the LEAF audio frontend☆68Updated last year
- Audio Coding Notebooks and Tutorials☆82Updated 3 years ago
- Audio activity detector based on per-channel energy normalization (PCEN)☆30Updated 6 years ago
- Machine and Deep Learning models for speech dereverberation☆105Updated 2 years ago