raymin0223 / patch-mix_contrastive_learning
Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification (INTERSPEECH 2023)
☆61Updated last year
Related projects ⓘ
Alternatives and complementary repositories for patch-mix_contrastive_learning
- PyTorch implementation of our work: Pretraining Respiratory Sound Representations using Metadata and Contrastive Learning (WASPAA 2023)☆28Updated 9 months ago
- ☆78Updated last year
- (ICASSP 2024) Official Implementation of "Stethoscope-guided Supervised Contrastive Learning for Cross-domin Adaptation on Respiratory So…☆12Updated 9 months ago
- ☆62Updated last month
- (NeurIPS 2023 Workshop on DGM4H) Official Implementation of "Adversarial Fine-tuning using Generated Respiratory Sound to Address Class I…☆16Updated 11 months ago
- A new comprehensive and diverse few-shot acoustic classification benchmark.☆60Updated last month
- This repo includes the official implementations of "Fine-tune the pretrained ATST model for sound event detection".☆97Updated 3 weeks ago
- ☆23Updated last year
- Learning differentiable temporal resolution on time-series data.☆32Updated last year
- Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations☆87Updated 4 months ago
- ☆48Updated 4 months ago
- PyTorch implementation of the LEAF audio frontend☆67Updated last year
- Masked Modeling Duo: Towards a Universal Audio Pre-training Framework☆76Updated 3 months ago
- This is the official repository of the papers "Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers" and "Efficient Fi…☆35Updated 3 months ago
- This repository contains the code of the CP JKU submission to DCASE23 Task 1 "Low-complexity Acoustic Scene Classification"☆22Updated last year
- code for sound event detection transformer (SEDT) and self-supervised pre-training SEDT (SP-SEDT)☆35Updated 2 years ago
- Baseline method for audio-visual sound event localization and detection task of DCASE 2023 challenge☆39Updated last year
- Pytorch implementation of Extended U-Net for Speaker Verification in Noisy Environments☆27Updated last year
- SASV2 baseline, a track on ASVspoof5 phase2 challenge☆22Updated 3 months ago
- FastAudio is a Learnable Audio Frontend team Magnum's designed for the ASVspoof 2021 challenge☆44Updated last year
- ☆29Updated 2 years ago
- Baseline of DCASE 2020 task 4☆42Updated 2 years ago
- A library built for easier audio self-supervised training, downstream tasks evaluation☆105Updated 2 months ago
- ☆27Updated 4 months ago
- Code for the TASLP paper "PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation".☆139Updated last year
- Domestic environment sound event detection task☆127Updated 4 months ago
- The code for DCASE2021 task5 submission.☆20Updated 2 years ago
- ☆18Updated 3 years ago
- ☆18Updated 2 years ago
- SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆70Updated 4 years ago