Copertina

Mitigating Stethoscope-Induced Shortcuts in Respiratory Sound Classification under Federated Domain Generalization with Causality-Inspired Interventions

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Koo, Heejoon, Kim, Yoon Tae, Toikkanen, Miika, Kim, June-Woo
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Audio and Speech Processing Artificial Intelligence Sound
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Improving Respiratory Sound Classification with Architecture-Agnostic Knowledge Distillation from Ensembles
di: Toikkanen, Miika, et al.
Pubblicazione: (2025)

Empowering Multimodal Respiratory Sound Classification with Counterfactual Adversarial Debiasing for Out-of-Distribution Robustness
di: Koo, Heejoon, et al.
Pubblicazione: (2025)

RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification
di: Kim, June-Woo, et al.
Pubblicazione: (2024)

BTS: Bridging Text and Sound Modalities for Metadata-Aided Respiratory Sound Classification
di: Kim, June-Woo, et al.
Pubblicazione: (2024)

Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification
di: Bae, Sangmin, et al.
Pubblicazione: (2023)

VoxMed: One-Step Respiratory Disease Classifier using Digital Stethoscope Sounds
di: Mundra, Paridhi, et al.
Pubblicazione: (2024)

Adaptive Differential Denoising for Respiratory Sounds Classification
di: Dong, Gaoyang, et al.
Pubblicazione: (2025)

Disentangling Dual-Encoder Masked Autoencoder for Respiratory Sound Classification
di: Wei, Peidong, et al.
Pubblicazione: (2025)

DeFT-Mamba: Universal Multichannel Sound Separation and Polyphonic Audio Classification
di: Lee, Dongheon, et al.
Pubblicazione: (2024)

Adversarial Multi-Task Learning for Disentangling Timbre and Pitch in Singing Voice Synthesis
di: Kim, Tae-Woo, et al.
Pubblicazione: (2022)

Patient Domain Supervised Contrastive Learning for Lung Sound Classification Using Mobile Phone
di: Jeong, Seung Gyu, et al.
Pubblicazione: (2025)

Meta-Ensemble Learning with Diverse Data Splits for Improved Respiratory Sound Classification
di: Kim, June-Woo, et al.
Pubblicazione: (2026)

Lungmix: A Mixup-Based Strategy for Generalization in Respiratory Sound Classification
di: Ge, Shijia, et al.
Pubblicazione: (2024)

Binaural Sound Event Localization and Detection Neural Network based on HRTF Localization Cues for Humanoid Robots
di: Lee, Gyeong-Tae
Pubblicazione: (2025)

Can Large Audio Language Models Ignore Multilingual Distractors? An Evaluation of Their Selective Auditory Attention Capabilities
di: Koo, Heejoon
Pubblicazione: (2026)

DISPATCH: Distilling Selective Patches for Speech Enhancement
di: Kim, Dohwan, et al.
Pubblicazione: (2025)

VoiceGuider: Enhancing Out-of-Domain Performance in Parameter-Efficient Speaker-Adaptive Text-to-Speech via Autoguidance
di: Yeom, Jiheum, et al.
Pubblicazione: (2024)

Cross-attention Inspired Selective State Space Models for Target Sound Extraction
di: Wu, Donghang, et al.
Pubblicazione: (2024)

Learning Control of Neural Sound Effects Synthesis from Physically Inspired Models
di: Zong, Yisu, et al.
Pubblicazione: (2025)

Domain-Invariant Representation Learning of Bird Sounds
di: Moummad, Ilyass, et al.
Pubblicazione: (2024)

Binaural Sound Event Localization and Detection based on HRTF Cues for Humanoid Robots
di: Lee, Gyeong-Tae, et al.
Pubblicazione: (2025)

Multi-View Spectrogram Transformer for Respiratory Sound Classification
di: He, Wentao, et al.
Pubblicazione: (2023)

Noise-Agnostic Multitask Whisper Training for Reducing False Alarm Errors in Call-for-Help Detection
di: Ryu, Myeonghoon, et al.
Pubblicazione: (2025)

Trainingless Adaptation of Pretrained Models for Environmental Sound Classification
di: Tonami, Noriyuki, et al.
Pubblicazione: (2024)

Inter-channel Conv-TasNet for multichannel speech enhancement
di: Lee, Dongheon, et al.
Pubblicazione: (2021)

Retaining Mixture Representations for Domain Generalized Anomalous Sound Detection
di: Saengthong, Phurich, et al.
Pubblicazione: (2025)

ASR Under the Stethoscope: Evaluating Biases in Clinical Speech Recognition across Indian Languages
di: Kumar, Subham, et al.
Pubblicazione: (2025)

Towards Understanding of Frequency Dependence on Sound Event Detection
di: Nam, Hyeonuk, et al.
Pubblicazione: (2025)

Disentangling Hierarchical Features for Anomalous Sound Detection Under Domain Shift
di: Guan, Jian, et al.
Pubblicazione: (2025)

Frequency-Domain Sound Field from the Perspective of Band-Limited Functions
di: Iwami, Takahiro, et al.
Pubblicazione: (2024)

Period Singer: Integrating Periodic and Aperiodic Variational Autoencoders for Natural-Sounding End-to-End Singing Voice Synthesis
di: Kim, Taewoo, et al.
Pubblicazione: (2024)

Intelli-Z: Toward Intelligible Zero-Shot TTS
di: Jung, Sunghee, et al.
Pubblicazione: (2024)

HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition
di: Yoon, Ji Won, et al.
Pubblicazione: (2022)

Diversifying and Expanding Frequency-Adaptive Convolution Kernels for Sound Event Detection
di: Nam, Hyeonuk, et al.
Pubblicazione: (2024)

Patient-Aware Feature Alignment for Robust Lung Sound Classification:Cohesion-Separation and Global Alignment Losses
di: Jeong, Seung Gyu, et al.
Pubblicazione: (2025)

ASPED: An Audio Dataset for Detecting Pedestrians
di: Seshadri, Pavan, et al.
Pubblicazione: (2023)

AFT: An Exemplar-Free Class Incremental Learning Method for Environmental Sound Classification
di: Chen, Xinyi, et al.
Pubblicazione: (2025)

MUDAS: Mote-scale Unsupervised Domain Adaptation in Multi-label Sound Classification
di: Yun, Jihoon, et al.
Pubblicazione: (2025)

VoiceTailor: Lightweight Plug-In Adapter for Diffusion-Based Personalized Text-to-Speech
di: Kim, Heeseung, et al.
Pubblicazione: (2024)

Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work
di: Wilkinghoff, Kevin, et al.
Pubblicazione: (2025)