nttcslab / composing-general-audio-repr
Composing General Audio Representation by Fusing Multilayer Features of a Pre-trained Model
☆26Updated last year
Alternatives and similar repositories for composing-general-audio-repr:
Users that are interested in composing-general-audio-repr are comparing it to the libraries listed below
- Baseline systems for the FSD50K dataset☆69Updated 3 years ago
- Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.☆93Updated 2 years ago
- The Pytorch implementation of paper: Masked Spectrogram Prediction For Self-Supervised Audio Pre-Training☆42Updated 4 months ago
- COLA contrastive pre-training method implemented in PyTorch☆43Updated 4 years ago
- An audio classification system for learning with out-of-distribution data☆33Updated 2 years ago
- Sound event detection with depthwise separable and dilated convolutions.☆53Updated 5 years ago
- A new comprehensive and diverse few-shot acoustic classification benchmark.☆62Updated 7 months ago
- Who calls the shots? Rethinking Few-Shot Learning for Audio (WASPAA 2021)☆42Updated 2 years ago
- Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations☆90Updated 10 months ago
- Pytorch implementation of [Learning to match transient sound events using attentional similarity for few-shot sound recognition]☆33Updated 6 years ago
- A Pytorch implementation of the paper : SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification☆31Updated 3 years ago
- Code repo for "Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection"☆16Updated 2 years ago
- Audio captioning baseline system for DCASE 2020 challenge.☆38Updated last year
- Python library for rapid prototyping of environmental sound analysis systems☆42Updated 2 years ago
- Source code for models described in the paper "ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio" (https://arxiv.o…☆46Updated 3 years ago
- Public Code for the paper MAE-AST: Masked Autoencoding Audio Spectrogram Transformer☆88Updated 2 years ago
- Code for the paper "Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks".☆13Updated 2 years ago
- Improving Recording Device Generalization using Impulse Response Augmentation☆15Updated 2 years ago
- Official implementation of EfficientLEAF, a learnable audio frontend.☆40Updated 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…☆56Updated last year
- The Additive Margin SincNet (AM-SincNet) is a new approach for speaker recognition problems which is based in the neural network architec…☆44Updated last year
- Author's repository for reproducing DcaseNet, an integrated pre-trained DNN that performs acoustic scene classification, audio tagging, a…☆41Updated 3 years ago
- experiments about AudioSet☆44Updated last year
- A PyTorch implementation: "LASAFT-Net-v2: Listen, Attend and Separate by Attentively aggregating Frequency Transformation"☆33Updated 3 years ago
- The code for DCASE2021 task5 submission.☆20Updated 3 years ago
- System that ranks 2nd in DCASE 2022 Challenge Task 5: Few-shot Bioacoustic Event Detection☆28Updated 2 years ago
- ☆56Updated 9 months ago
- Python code for handling the Clotho dataset.☆82Updated 4 years ago
- Unofficial PyTorch implementation of Masked Autoencoders that Listen☆66Updated 2 years ago
- ☆28Updated 2 years ago