nttcslab / composing-general-audio-repr
Composing General Audio Representation by Fusing Multilayer Features of a Pre-trained Model
☆26Updated last year
Related projects ⓘ
Alternatives and complementary repositories for composing-general-audio-repr
- The Pytorch implementation of paper: Masked Spectrogram Prediction For Self-Supervised Audio Pre-Training☆39Updated last year
- Baseline systems for the FSD50K dataset☆67Updated 3 years ago
- An audio classification system for learning with out-of-distribution data☆33Updated last year
- Sound event detection with depthwise separable and dilated convolutions.☆53Updated 4 years ago
- Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.☆93Updated last year
- Code for the paper "Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks".☆13Updated last year
- ☆25Updated 2 years ago
- Public Code for the paper MAE-AST: Masked Autoencoding Audio Spectrogram Transformer☆83Updated 2 years ago
- COLA contrastive pre-training method implemented in PyTorch☆42Updated 3 years ago
- Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations☆89Updated 5 months ago
- Who calls the shots? Rethinking Few-Shot Learning for Audio (WASPAA 2021)☆41Updated 2 years ago
- experiments about AudioSet☆43Updated last year
- The Additive Margin SincNet (AM-SincNet) is a new approach for speaker recognition problems which is based in the neural network architec…☆43Updated last year
- A new comprehensive and diverse few-shot acoustic classification benchmark.☆60Updated last month
- (Hybrid) BYOL-S feature extractor using serab-byols package in pytorch.☆27Updated 7 months ago
- Code repo for "Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection"☆16Updated 2 years ago
- Audio activity detector based on per-channel energy normalization (PCEN)☆30Updated 6 years ago
- ☆14Updated last year
- Pytorch implementation of INTEGRATED PARAMETER-EFFICIENT TUNING FOR GENERAL-PURPOSE AUDIO MODELS☆10Updated last year
- A Pytorch implementation of the paper : SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification☆31Updated 3 years ago
- Adapting a ConvNeXt model to audio classification on AudioSet☆19Updated last year
- ☆36Updated 3 years ago
- Improving Recording Device Generalization using Impulse Response Augmentation☆10Updated last year
- Official implementation of EfficientLEAF, a learnable audio frontend.☆39Updated 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
- ☆49Updated 4 months ago
- Official Implementation of Mockingjay in Pytorch☆52Updated last year
- ☆13Updated last year
- MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.☆21Updated 3 years ago
- System that ranks 2nd in DCASE 2022 Challenge Task 5: Few-shot Bioacoustic Event Detection☆27Updated 2 years ago