Optimizing Domain-Adaptive Self-Supervised Learning for Clinical Voice-Based Disease Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Weixin, Qu, Bowen, Pontell, Matthew, Powell, Maria, Malin, Bradley, Yin, Zhijun |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Robust Nasality Representation Learning for Cleft Palate-Related Velopharyngeal Dysfunction Screening in Real-World Settings
by: Liu, Weixin, et al.
Published: (2026)
by: Liu, Weixin, et al.
Published: (2026)
Automatic Voice Classification Of Autistic Subjects
by: Vacca, Jessica, et al.
Published: (2024)
by: Vacca, Jessica, et al.
Published: (2024)
Exploring Disentangled Neural Speech Codecs from Self-Supervised Representations
by: Aihara, Ryo, et al.
Published: (2025)
by: Aihara, Ryo, et al.
Published: (2025)
Bird Vocalization Embedding Extraction Using Self-Supervised Disentangled Representation Learning
by: Shi, Runwu, et al.
Published: (2024)
by: Shi, Runwu, et al.
Published: (2024)
Harmonics to the Rescue: Why Voiced Speech is Not a Wss Process
by: Bologni, Giovanni, et al.
Published: (2025)
by: Bologni, Giovanni, et al.
Published: (2025)
On fusing active and passive acoustic sensing for simultaneous localization and mapping
by: Bradley, Aidan J., et al.
Published: (2024)
by: Bradley, Aidan J., et al.
Published: (2024)
Acoustic Non-Stationarity Objective Assessment with Hard Label Criteria for Supervised Learning Models
by: Zucatelli, Guilherme, et al.
Published: (2025)
by: Zucatelli, Guilherme, et al.
Published: (2025)
Generic Speech Enhancement with Self-Supervised Representation Space Loss
by: Sato, Hiroshi, et al.
Published: (2025)
by: Sato, Hiroshi, et al.
Published: (2025)
S$^2$Voice: Style-Aware Autoregressive Modeling with Enhanced Conditioning for Singing Style Conversion
by: Wang, Ziqian, et al.
Published: (2026)
by: Wang, Ziqian, et al.
Published: (2026)
SuperM2M: Supervised and Mixture-to-Mixture Co-Learning for Speech Enhancement and Noise-Robust ASR
by: Wang, Zhong-Qiu
Published: (2024)
by: Wang, Zhong-Qiu
Published: (2024)
Voice Mapping of Text-to-Speech Systems: A Metric-Based Approach for Voice Quality Assessment
by: Cai, Huanchen, et al.
Published: (2026)
by: Cai, Huanchen, et al.
Published: (2026)
Automotive sound field reproduction using deep optimization with spatial domain constraint
by: Qian, Yufan, et al.
Published: (2025)
by: Qian, Yufan, et al.
Published: (2025)
SpeechMLC: Speech Multi-label Classification
by: Kim, Miseul, et al.
Published: (2025)
by: Kim, Miseul, et al.
Published: (2025)
Beamforming in the Reproducing Kernel Domain Based on Spatial Differentiation
by: Iwami, Takahiro, et al.
Published: (2025)
by: Iwami, Takahiro, et al.
Published: (2025)
Singing Voice Graph Modeling for SingFake Detection
by: Chen, Xuanjun, et al.
Published: (2024)
by: Chen, Xuanjun, et al.
Published: (2024)
Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers
by: Mang, Loredana Daria, et al.
Published: (2024)
by: Mang, Loredana Daria, et al.
Published: (2024)
Hybrid SMI Realization via Matrix Completion and Riemannian Manifold Optimization on Narrowband Sub-Array Based Architectures
by: Cousik, Tarun Suman, et al.
Published: (2026)
by: Cousik, Tarun Suman, et al.
Published: (2026)
Parameter-Efficient Fine-Tuning of Foundation Models for CLP Speech Classification
by: Bhattacharjee, Susmita, et al.
Published: (2025)
by: Bhattacharjee, Susmita, et al.
Published: (2025)
Towards Realistic Emotional Voice Conversion using Controllable Emotional Intensity
by: Qi, Tianhua, et al.
Published: (2024)
by: Qi, Tianhua, et al.
Published: (2024)
Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice
by: Gupta, Shubham, et al.
Published: (2024)
by: Gupta, Shubham, et al.
Published: (2024)
PromptEVC: Controllable Emotional Voice Conversion with Natural Language Prompts
by: Qi, Tianhua, et al.
Published: (2025)
by: Qi, Tianhua, et al.
Published: (2025)
An Adaptive X-vector Model for Text-independent Speaker Verification
by: Gu, Bin, et al.
Published: (2020)
by: Gu, Bin, et al.
Published: (2020)
Transferable Selective Virtual Sensing Active Noise Control Technique Based on Metric Learning
by: Wang, Boxiang, et al.
Published: (2024)
by: Wang, Boxiang, et al.
Published: (2024)
Multi-channel Replay Speech Detection using an Adaptive Learnable Beamformer
by: Neri, Michael, et al.
Published: (2025)
by: Neri, Michael, et al.
Published: (2025)
PAVITS: Exploring Prosody-aware VITS for End-to-End Emotional Voice Conversion
by: Qi, Tianhua, et al.
Published: (2024)
by: Qi, Tianhua, et al.
Published: (2024)
Independent Feature Enhanced Crossmodal Fusion for Match-Mismatch Classification of Speech Stimulus and EEG Response
by: Fan, Shitong, et al.
Published: (2024)
by: Fan, Shitong, et al.
Published: (2024)
Blind Source Separation of Radar Signals in Time Domain Using Deep Learning
by: Hinderer, Sven
Published: (2025)
by: Hinderer, Sven
Published: (2025)
Zero-Bit Transmission of Adaptive Pre- and De-emphasis Filters for Speech and Audio Coding
by: Piralideh, Niloofar Omidi, et al.
Published: (2024)
by: Piralideh, Niloofar Omidi, et al.
Published: (2024)
Rec-RIR: Monaural Blind Room Impulse Response Identification via DNN-based Reverberant Speech Reconstruction in STFT Domain
by: Wang, Pengyu, et al.
Published: (2025)
by: Wang, Pengyu, et al.
Published: (2025)
ILD-VIT: A Unified Vision Transformer Architecture for Detection of Interstitial Lung Disease from Respiratory Sounds
by: Hota, Soubhagya Ranjan, et al.
Published: (2025)
by: Hota, Soubhagya Ranjan, et al.
Published: (2025)
ParaS2S: Benchmarking and Aligning Spoken Language Models for Paralinguistic-aware Speech-to-Speech Interaction
by: Yang, Shu-wen, et al.
Published: (2025)
by: Yang, Shu-wen, et al.
Published: (2025)
Confidence-Based Self-Training for EMG-to-Speech: Leveraging Synthetic EMG for Robust Modeling
by: Chen, Xiaodan, et al.
Published: (2025)
by: Chen, Xiaodan, et al.
Published: (2025)
Lightweight Self-Supervised Detection of Fundamental Frequency and Accurate Probability of Voicing in Monophonic Music
by: Bitra, Venkat Suprabath, et al.
Published: (2026)
by: Bitra, Venkat Suprabath, et al.
Published: (2026)
Self-Boosted Weight-Constrained FxLMS: A Robustness Distributed Active Noise Control Algorithm Without Internode Communication
by: Ji, Junwei, et al.
Published: (2025)
by: Ji, Junwei, et al.
Published: (2025)
Speech-Based Prioritization for Schizophrenia Intervention
by: Premananth, Gowtham, et al.
Published: (2025)
by: Premananth, Gowtham, et al.
Published: (2025)
Enhancing Anti-spoofing Countermeasures Robustness through Joint Optimization and Transfer Learning
by: Wang, Yikang, et al.
Published: (2024)
by: Wang, Yikang, et al.
Published: (2024)
VoicePrompter: Robust Zero-Shot Voice Conversion with Voice Prompt and Conditional Flow Matching
by: Choi, Ha-Yeong, et al.
Published: (2025)
by: Choi, Ha-Yeong, et al.
Published: (2025)
Incremental Averaging Method to Improve Graph-Based Time-Difference-of-Arrival Estimation
by: Brümann, Klaus, et al.
Published: (2025)
by: Brümann, Klaus, et al.
Published: (2025)
Robust Fixed-Filter Sound Zone Control with Audio-Based Position Tracking
by: Bhattacharjee, Sankha Subhra, et al.
Published: (2024)
by: Bhattacharjee, Sankha Subhra, et al.
Published: (2024)
Blind Capon Beamformer Based on Independent Component Extraction: Single-Parameter Algorithm,
by: Koldovský, Zbyněk, et al.
Published: (2025)
by: Koldovský, Zbyněk, et al.
Published: (2025)
Similar Items
-
Robust Nasality Representation Learning for Cleft Palate-Related Velopharyngeal Dysfunction Screening in Real-World Settings
by: Liu, Weixin, et al.
Published: (2026) -
Automatic Voice Classification Of Autistic Subjects
by: Vacca, Jessica, et al.
Published: (2024) -
Exploring Disentangled Neural Speech Codecs from Self-Supervised Representations
by: Aihara, Ryo, et al.
Published: (2025) -
Bird Vocalization Embedding Extraction Using Self-Supervised Disentangled Representation Learning
by: Shi, Runwu, et al.
Published: (2024) -
Harmonics to the Rescue: Why Voiced Speech is Not a Wss Process
by: Bologni, Giovanni, et al.
Published: (2025)