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Pretraining Respiratory Sound Representations using Metadata and
  Contrastive Learning

Pretraining Respiratory Sound Representations using Metadata and Contrastive Learning

27 October 2022
Ilyass Moummad
Nicolas Farrugia
ArXivPDFHTML

Papers citing "Pretraining Respiratory Sound Representations using Metadata and Contrastive Learning"

10 / 10 papers shown
Title
Tri-MTL: A Triple Multitask Learning Approach for Respiratory Disease Diagnosis
Tri-MTL: A Triple Multitask Learning Approach for Respiratory Disease Diagnosis
June-Woo Kim
Sanghoon Lee
Miika Toikkanen
Daehwan Hwang
Kyunghoon Kim
11
0
0
06 May 2025
Assessing the Utility of Audio Foundation Models for Heart and Respiratory Sound Analysis
Assessing the Utility of Audio Foundation Models for Heart and Respiratory Sound Analysis
Daisuke Niizumi
Daiki Takeuchi
Masahiro Yasuda
Binh Thien Nguyen
Yasunori Ohishi
N. Harada
27
0
0
25 Apr 2025
FHBench: Towards Efficient and Personalized Federated Learning for Multimodal Healthcare
FHBench: Towards Efficient and Personalized Federated Learning for Multimodal Healthcare
Penghao Wang
Qian Chen
Teng Zhang
Y. Zhang
Wang Lu
Yiqiang Chen
21
0
0
15 Apr 2025
Phoneme-Level Contrastive Learning for User-Defined Keyword Spotting with Flexible Enrollment
Phoneme-Level Contrastive Learning for User-Defined Keyword Spotting with Flexible Enrollment
Li Kewei
Zhou Hengshun
Shen Kai
Dai Yusheng
Du Jun
31
1
0
31 Dec 2024
RespLLM: Unifying Audio and Text with Multimodal LLMs for Generalized
  Respiratory Health Prediction
RespLLM: Unifying Audio and Text with Multimodal LLMs for Generalized Respiratory Health Prediction
Yuwei Zhang
Tong Xia
Aaqib Saeed
Cecilia Mascolo
LM&MA
24
3
0
07 Oct 2024
Towards Enhanced Classification of Abnormal Lung sound in Multi-breath:
  A Light Weight Multi-label and Multi-head Attention Classification Method
Towards Enhanced Classification of Abnormal Lung sound in Multi-breath: A Light Weight Multi-label and Multi-head Attention Classification Method
Yi-Wei Chua
Yun-Chien Cheng
24
0
0
15 Jul 2024
BTS: Bridging Text and Sound Modalities for Metadata-Aided Respiratory
  Sound Classification
BTS: Bridging Text and Sound Modalities for Metadata-Aided Respiratory Sound Classification
June-Woo Kim
Miika Toikkanen
Yera Choi
Seoung-Eun Moon
Ho-Young Jung
28
4
0
10 Jun 2024
RepAugment: Input-Agnostic Representation-Level Augmentation for
  Respiratory Sound Classification
RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification
June-Woo Kim
Miika Toikkanen
Sangmin Bae
Minseok Kim
Ho-Young Jung
28
5
0
05 May 2024
Masked Modeling Duo: Towards a Universal Audio Pre-training Framework
Masked Modeling Duo: Towards a Universal Audio Pre-training Framework
Daisuke Niizumi
Daiki Takeuchi
Yasunori Ohishi
Noboru Harada
K. Kashino
29
10
0
09 Apr 2024
Multi-View Spectrogram Transformer for Respiratory Sound Classification
Multi-View Spectrogram Transformer for Respiratory Sound Classification
Wentao He
Yuchen Yan
Jianfeng Ren
Ruibin Bai
Xudong Jiang
MedIm
ViT
6
7
0
16 Nov 2023
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