The Voice of Equity: A Systematic Evaluation of Bias Mitigation Techniques for Speech-Based Cognitive Impairment Detection Across Architectures and Demographics
Fuente:
arXiv
Guardado en:
| Autores principales: | Haghbin, Yasaman, Rashidi, Sina, Zolnour, Ali, Zolnoori, Maryam |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Speech-Based Cognitive Screening: A Systematic Evaluation of LLM Adaptation Strategies
por: Taherinezhad, Fatemeh, et al.
Publicado: (2025)
por: Taherinezhad, Fatemeh, et al.
Publicado: (2025)
Tackling Cognitive Impairment Detection from Speech: A submission to the PROCESS Challenge
por: Botelho, Catarina, et al.
Publicado: (2024)
por: Botelho, Catarina, et al.
Publicado: (2024)
When Voice Matters: Evidence of Gender Disparity in Positional Bias of SpeechLLMs
por: Satish, Shree Harsha Bokkahalli, et al.
Publicado: (2025)
por: Satish, Shree Harsha Bokkahalli, et al.
Publicado: (2025)
CogniVoice: Multimodal and Multilingual Fusion Networks for Mild Cognitive Impairment Assessment from Spontaneous Speech
por: Cheng, Jiali, et al.
Publicado: (2024)
por: Cheng, Jiali, et al.
Publicado: (2024)
Channel-Combination Algorithms for Robust Distant Voice Activity and Overlapped Speech Detection
por: Mariotte, Théo, et al.
Publicado: (2024)
por: Mariotte, Théo, et al.
Publicado: (2024)
Auden-Voice: General-Purpose Voice Encoder for Speech and Language Understanding
por: Huo, Mingyue, et al.
Publicado: (2025)
por: Huo, Mingyue, et al.
Publicado: (2025)
ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems
por: Rai, Anand, et al.
Publicado: (2025)
por: Rai, Anand, et al.
Publicado: (2025)
The Voice Behind the Words: Quantifying Intersectional Bias in SpeechLLMs
por: Satish, Shree Harsha Bokkahalli, et al.
Publicado: (2026)
por: Satish, Shree Harsha Bokkahalli, et al.
Publicado: (2026)
Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants
por: Sekkat, Chloé, et al.
Publicado: (2024)
por: Sekkat, Chloé, et al.
Publicado: (2024)
Evaluating Multichannel Speech Enhancement Algorithms at the Phoneme Scale Across Genders
por: Monir, Nasser-Eddine, et al.
Publicado: (2025)
por: Monir, Nasser-Eddine, et al.
Publicado: (2025)
Voice-ENHANCE: Speech Restoration using a Diffusion-based Voice Conversion Framework
por: Byun, Kyungguen, et al.
Publicado: (2025)
por: Byun, Kyungguen, et al.
Publicado: (2025)
Amplifying Artifacts with Speech Enhancement in Voice Anti-spoofing
por: Trachu, Thanapat, et al.
Publicado: (2025)
por: Trachu, Thanapat, et al.
Publicado: (2025)
Speech Synthesis along Perceptual Voice Quality Dimensions
por: Rautenberg, Frederik, et al.
Publicado: (2025)
por: Rautenberg, Frederik, et al.
Publicado: (2025)
A Survey on Speech Deepfake Detection
por: Li, Menglu, et al.
Publicado: (2024)
por: Li, Menglu, et al.
Publicado: (2024)
End-to-End Integration of Speech Emotion Recognition with Voice Activity Detection using Self-Supervised Learning Features
por: Yamashita, Natsuo, et al.
Publicado: (2024)
por: Yamashita, Natsuo, et al.
Publicado: (2024)
SF-Speech: Straightened Flow for Zero-Shot Voice Clone
por: Li, Xuyuan, et al.
Publicado: (2024)
por: Li, Xuyuan, et al.
Publicado: (2024)
The VoiceMOS Challenge 2024: Beyond Speech Quality Prediction
por: Huang, Wen-Chin, et al.
Publicado: (2024)
por: Huang, Wen-Chin, et al.
Publicado: (2024)
RAVE for Speech: Efficient Voice Conversion at High Sampling Rates
por: Bargum, Anders R., et al.
Publicado: (2024)
por: Bargum, Anders R., et al.
Publicado: (2024)
Analyzing Multimodal Features of Spontaneous Voice Assistant Commands for Mild Cognitive Impairment Detection
por: Lin, Nana, et al.
Publicado: (2024)
por: Lin, Nana, et al.
Publicado: (2024)
Bias in the Ear of the Listener: Assessing Sensitivity in Audio Language Models Across Linguistic, Demographic, and Positional Variations
por: Wei, Sheng-Lun, et al.
Publicado: (2026)
por: Wei, Sheng-Lun, et al.
Publicado: (2026)
VIBE: Voice-Induced open-ended Bias Evaluation for Large Audio-Language Models via Real-World Speech
por: Lin, Yi-Cheng, et al.
Publicado: (2026)
por: Lin, Yi-Cheng, et al.
Publicado: (2026)
AI-Driven Cardiorespiratory Signal Processing: Separation, Clustering, and Anomaly Detection
por: Torabi, Yasaman
Publicado: (2026)
por: Torabi, Yasaman
Publicado: (2026)
Leveraging LLM for Stuttering Speech: A Unified Architecture Bridging Recognition and Event Detection
por: Huang, Shangkun, et al.
Publicado: (2025)
por: Huang, Shangkun, et al.
Publicado: (2025)
VC-ENHANCE: Speech Restoration with Integrated Noise Suppression and Voice Conversion
por: Byun, Kyungguen, et al.
Publicado: (2024)
por: Byun, Kyungguen, et al.
Publicado: (2024)
Loudspeaker Beamforming to Enhance Speech Recognition Performance of Voice Driven Applications
por: de Groot, Dimme, et al.
Publicado: (2025)
por: de Groot, Dimme, et al.
Publicado: (2025)
NanoVoice: Efficient Speaker-Adaptive Text-to-Speech for Multiple Speakers
por: Park, Nohil, et al.
Publicado: (2024)
por: Park, Nohil, et al.
Publicado: (2024)
VoiceRestore: Flow-Matching Transformers for Speech Recording Quality Restoration
por: Kirdey, Stanislav
Publicado: (2025)
por: Kirdey, Stanislav
Publicado: (2025)
Toward Fair Speech Technologies: A Comprehensive Survey of Bias and Fairness in Speech AI
por: Lin, Yi-Cheng, et al.
Publicado: (2026)
por: Lin, Yi-Cheng, et al.
Publicado: (2026)
Multimodal Assessment of Speech Impairment in ALS Using Audio-Visual and Machine Learning Approaches
por: Pierotti, Francesco, et al.
Publicado: (2025)
por: Pierotti, Francesco, et al.
Publicado: (2025)
Cross-Technology Generalization in Synthesized Speech Detection: Evaluating AST Models with Modern Voice Generators
por: Ustinov, Andrew, et al.
Publicado: (2025)
por: Ustinov, Andrew, et al.
Publicado: (2025)
Mitigating Non-Target Speaker Bias in Guided Speaker Embedding
por: Horiguchi, Shota, et al.
Publicado: (2025)
por: Horiguchi, Shota, et al.
Publicado: (2025)
Do Bias Benchmarks Generalise? Evidence from Voice-based Evaluation of Gender Bias in SpeechLLMs
por: Satish, Shree Harsha Bokkahalli, et al.
Publicado: (2025)
por: Satish, Shree Harsha Bokkahalli, et al.
Publicado: (2025)
SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant
por: Hou, Yixuan, et al.
Publicado: (2025)
por: Hou, Yixuan, et al.
Publicado: (2025)
Voice Conversion for Likability Control via Automated Rating of Speech Synthesis Corpora
por: Suda, Hitoshi, et al.
Publicado: (2025)
por: Suda, Hitoshi, et al.
Publicado: (2025)
VoiceTailor: Lightweight Plug-In Adapter for Diffusion-Based Personalized Text-to-Speech
por: Kim, Heeseung, et al.
Publicado: (2024)
por: Kim, Heeseung, et al.
Publicado: (2024)
VoiceDiT: Dual-Condition Diffusion Transformer for Environment-Aware Speech Synthesis
por: Jung, Jaemin, et al.
Publicado: (2024)
por: Jung, Jaemin, et al.
Publicado: (2024)
ClearerVoice-Studio: Bridging Advanced Speech Processing Research and Practical Deployment
por: Zhao, Shengkui, et al.
Publicado: (2025)
por: Zhao, Shengkui, et al.
Publicado: (2025)
Modeling of Speech-dependent Own Voice Transfer Characteristics for Hearables with In-ear Microphones
por: Ohlenbusch, Mattes, et al.
Publicado: (2023)
por: Ohlenbusch, Mattes, et al.
Publicado: (2023)
Speech-dependent Modeling of Own Voice Transfer Characteristics for In-ear Microphones in Hearables
por: Ohlenbusch, Mattes, et al.
Publicado: (2023)
por: Ohlenbusch, Mattes, et al.
Publicado: (2023)
Self-Supervised Singing Voice Pre-Training towards Speech-to-Singing Conversion
por: Li, Ruiqi, et al.
Publicado: (2024)
por: Li, Ruiqi, et al.
Publicado: (2024)
Ejemplares similares
-
Speech-Based Cognitive Screening: A Systematic Evaluation of LLM Adaptation Strategies
por: Taherinezhad, Fatemeh, et al.
Publicado: (2025) -
Tackling Cognitive Impairment Detection from Speech: A submission to the PROCESS Challenge
por: Botelho, Catarina, et al.
Publicado: (2024) -
When Voice Matters: Evidence of Gender Disparity in Positional Bias of SpeechLLMs
por: Satish, Shree Harsha Bokkahalli, et al.
Publicado: (2025) -
CogniVoice: Multimodal and Multilingual Fusion Networks for Mild Cognitive Impairment Assessment from Spontaneous Speech
por: Cheng, Jiali, et al.
Publicado: (2024) -
Channel-Combination Algorithms for Robust Distant Voice Activity and Overlapped Speech Detection
por: Mariotte, Théo, et al.
Publicado: (2024)