microsoft / RespireNet
This is the official implementation of the work RespireNet.
☆47Updated 4 years ago
Alternatives and similar repositories for RespireNet:
Users that are interested in RespireNet are comparing it to the libraries listed below
- PyTorch implementation of our work: Pretraining Respiratory Sound Representations using Metadata and Contrastive Learning (WASPAA 2023)☆29Updated last year
- PyTorch, Android application code for lung sound classification☆23Updated 4 years ago
- Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification (INTERSPEECH 2023)☆64Updated 3 weeks ago
- ☆18Updated 3 years ago
- ☆49Updated 2 weeks ago
- Stethoscope Invariant Heart Sound Abnormality Detection, JBHI 20, Interspeech 18, EMBC 18☆14Updated 4 years ago
- A new comprehensive and diverse few-shot acoustic classification benchmark.☆62Updated 6 months ago
- (INTERSPEECH 2024) Official Implementation of "BTS: Bridging Text and Sound Modalities for Metadata-Aided Respiratory Sound Classificatio…☆18Updated 4 months ago
- (ICASSP 2024) Official Implementation of "Stethoscope-guided Supervised Contrastive Learning for Cross-domin Adaptation on Respiratory So…☆13Updated 4 months ago
- Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022☆11Updated last month
- Code for the TASLP paper "PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation".☆143Updated last year
- Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection (Physionet Challenge 2022)☆18Updated last year
- ☆30Updated 8 months ago
- Sound event detection with depthwise separable and dilated convolutions.☆53Updated 5 years ago
- ☆21Updated 5 years ago
- PyTorch implementation of the LEAF audio frontend☆70Updated 2 years ago
- Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.☆93Updated 2 years ago
- Multi-class audio classification with MFCC features using CNN☆29Updated 5 years ago
- ☆85Updated last year
- ☆27Updated 2 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆75Updated 2 years ago
- SELD-TCN: Sound Event Detection & Localization via Temporal Convolutional Network | Python w/ Tensorflow☆63Updated 4 years ago
- This is the official code release for OPERA: OPEn Respiratory Acoustic foundation models☆53Updated 3 weeks ago
- ☆53Updated 4 years ago
- ☆18Updated 7 years ago
- Data plus code fo Classification of Heart Sound Signal Using Multiple Features☆66Updated 3 years ago
- Pytorch code for "Rethinking CNN Models for Audio Classification"☆128Updated 4 years ago
- Repository for the paper "Towards duration robust weakly supervised sound event detection"☆23Updated last year
- This code aims at weakly-labeled semi-supervised sound event detection. The code embraces two methods we proposed to solve this task: sp…☆129Updated 4 years ago
- ☆55Updated 9 months ago