musikalkemist / audioDataAugmentationTutorial
Repository hosting code and slides of the Audio Data Augmentation series on The Sound of AI YT channel.
☆37Updated 3 years ago
Alternatives and similar repositories for audioDataAugmentationTutorial:
Users that are interested in audioDataAugmentationTutorial are comparing it to the libraries listed below
- Library of TensorFlow layers for audio data processing and data augmentation☆19Updated 3 years ago
- Official implementation of EfficientLEAF, a learnable audio frontend.☆40Updated 2 years ago
- Baseline systems for the FSD50K dataset☆68Updated 3 years ago
- ☆92Updated 2 years ago
- Introducing multi-channel U-Net for Music Source Separation trained using weighted multi-task loss.☆32Updated 2 years ago
- PyTorch Dataset for Speech and Music audio☆73Updated 8 months ago
- A new comprehensive and diverse few-shot acoustic classification benchmark.☆62Updated 6 months ago
- Who calls the shots? Rethinking Few-Shot Learning for Audio (WASPAA 2021)☆42Updated 2 years ago
- WavEncoder is a Python library for encoding audio signals, transforms for audio augmentation, and training audio classification models wi…☆89Updated 3 years ago
- A self-supervised speech denoising strategy named Only-Noisy Training (ONT), which solves the speech denoising problem with only noisy au…☆65Updated 2 years ago
- Source code for training models and using the hyperbolic interface proposed in our ICASSP 2023 paper, “Hyperbolic Audio Source Separation…☆64Updated last year
- Artificially synthesising data for audio segmentation to improve music-speech detection☆17Updated 3 years ago
- Inference code for PaSST, using the HEAR API.☆31Updated last year
- 📁 This repo makes it easy to download the raw audio files from AudioSet (32.45 GB, 632 classes).☆101Updated last year
- Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features☆84Updated last year
- Zafar's Audio Functions in Python for audio signal analysis: STFT, inverse STFT, mel filterbank, mel spectrogram, MFCC, CQT kernel, CQT s…☆55Updated last year
- Author's repository for reproducing DcaseNet, an integrated pre-trained DNN that performs acoustic scene classification, audio tagging, a…☆40Updated 3 years ago
- Improving Recording Device Generalization using Impulse Response Augmentation☆15Updated last year
- REPeating Pattern Extraction Technique (REPET) in Python for audio source separation: original REPET, REPET extended, adaptive REPET, REP…☆33Updated last year
- Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.☆93Updated 2 years ago
- A PyTorch implementation: "LASAFT-Net-v2: Listen, Attend and Separate by Attentively aggregating Frequency Transformation"☆33Updated 2 years ago
- music genre classification : LSTM vs Transformer☆60Updated 2 years ago
- An implementation of audio source separation tools.☆80Updated 2 years ago
- Paderborn Sound Event Detection☆73Updated last year
- ☆53Updated 4 years ago
- Unsupervised Music Source Separation Using Differentiable Parametric Source Models☆62Updated 2 years ago
- PyTorch implementation of the LEAF audio frontend☆69Updated 2 years ago
- ☆55Updated 8 months ago
- Sound event detection with depthwise separable and dilated convolutions.☆53Updated 5 years ago
- ☆94Updated 3 years ago