ilyassmoummad / scl_icbhi2017
PyTorch implementation of our work: Pretraining Respiratory Sound Representations using Metadata and Contrastive Learning (WASPAA 2023)
☆28Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for scl_icbhi2017
- (ICASSP 2024) Official Implementation of "Stethoscope-guided Supervised Contrastive Learning for Cross-domin Adaptation on Respiratory So…☆12Updated 9 months ago
- Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification (INTERSPEECH 2023)☆61Updated last year
- (NeurIPS 2023 Workshop on DGM4H) Official Implementation of "Adversarial Fine-tuning using Generated Respiratory Sound to Address Class I…☆16Updated 11 months ago
- ☆23Updated last year
- ☆78Updated last year
- ☆62Updated last month
- Official github page of Oceanship Dataset☆11Updated 4 months ago
- A new comprehensive and diverse few-shot acoustic classification benchmark.☆60Updated last month
- Learning differentiable temporal resolution on time-series data.☆32Updated last year
- This is the official code release for OPERA: OPEn Respiratory Acoustic foundation models☆36Updated 2 weeks ago
- Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations☆87Updated 4 months ago
- code for sound event detection transformer (SEDT) and self-supervised pre-training SEDT (SP-SEDT)☆35Updated 2 years ago
- This repo includes the official implementations of "Fine-tune the pretrained ATST model for sound event detection".☆97Updated 3 weeks ago
- This repository contains the code of the CP JKU submission to DCASE23 Task 1 "Low-complexity Acoustic Scene Classification"☆22Updated last year
- AudioLDM training, finetuning, evaluation and inference.☆12Updated 7 months ago
- ☆27Updated 4 months ago
- PyTorch implementation of the LEAF audio frontend☆67Updated last year
- Baseline method for audio-visual sound event localization and detection task of DCASE 2023 challenge☆39Updated last year
- Masked Modeling Duo: Towards a Universal Audio Pre-training Framework☆76Updated 3 months ago
- ☆29Updated 2 years ago
- ☆48Updated 4 months ago
- Full-frequency dynamic convolution: a physical frequency-dependent convolution for sound event detection☆15Updated 2 months ago
- Baseline of DCASE 2020 task 4☆42Updated 2 years ago
- Code for the TASLP paper "PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation".☆139Updated last year
- Official implement of SpeechFormer written in Python (PyTorch).☆75Updated last year
- ☆17Updated 2 years ago
- Code repo for "Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection"☆16Updated 2 years ago
- ☆53Updated 4 years ago
- Learning Domain-Invariant Transformation for Speaker Verification.☆9Updated last year
- Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.☆93Updated last year