Image de couverture de livre

Homogeneous Speaker Features for On-the-Fly Dysarthric and Elderly Speaker Adaptation

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Geng, Mengzhe, Xie, Xurong, Deng, Jiajun, Jin, Zengrui, Li, Guinan, Wang, Tianzi, Hu, Shujie, Li, Zhaoqing, Meng, Helen, Liu, Xunying
Format:	Preprint
Publié:	2024
Sujets:	Sound Artificial Intelligence Human-Computer Interaction Machine Learning Audio and Speech Processing
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Structured Speaker-Deficiency Adaptation of Foundation Models for Dysarthric and Elderly Speech Recognition
par: Hu, Shujie, et autres
Publié: (2024)

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition
par: HU, Shujie, et autres
Publié: (2025)

Self-supervised ASR Models and Features For Dysarthric and Elderly Speech Recognition
par: Hu, Shujie, et autres
Publié: (2024)

Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and Recognition
par: Li, Guinan, et autres
Publié: (2024)

Enhancing Pre-trained ASR System Fine-tuning for Dysarthric Speech Recognition using Adversarial Data Augmentation
par: Wang, Huimeng, et autres
Publié: (2024)

Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech Recognition
par: Jin, Zengrui, et autres
Publié: (2022)

Phone-purity Guided Discrete Tokens for Dysarthric Speech Recognition
par: Wang, Huimeng, et autres
Publié: (2025)

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition
par: Zhong, Tao, et autres
Publié: (2025)

Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask
par: Wang, Tianzi, et autres
Publié: (2024)

Unfolding A Few Structures for The Many: Memory-Efficient Compression of Conformer and Speech Foundation Models
par: Li, Zhaoqing, et autres
Publié: (2025)

Effective and Efficient Mixed Precision Quantization of Speech Foundation Models
par: Xu, Haoning, et autres
Publié: (2025)

MOPSA: Mixture of Prompt-Experts Based Speaker Adaptation for Elderly Speech Recognition
par: Deng, Chengxi, et autres
Publié: (2025)

One-pass Multiple Conformer and Foundation Speech Systems Compression and Quantization Using An All-in-one Neural Model
par: Li, Zhaoqing, et autres
Publié: (2024)

Towards Effective and Efficient Non-autoregressive decoders for Conformer and LLM-based ASR using Block-based Attention Mask
par: Wang, Tianzi, et autres
Publié: (2025)

Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition
par: Xie, Xurong, et autres
Publié: (2022)

Towards LLM-Empowered Fine-Grained Speech Descriptors for Explainable Emotion Recognition
par: Chen, Youjun, et autres
Publié: (2025)

Perceiver-Prompt: Flexible Speaker Adaptation in Whisper for Chinese Disordered Speech Recognition
par: Jiang, Yicong, et autres
Publié: (2024)

Towards One-bit ASR: Extremely Low-bit Conformer Quantization Using Co-training and Stochastic Precision
par: Li, Zhaoqing, et autres
Publié: (2025)

Effective and Efficient One-pass Compression of Speech Foundation Models Using Sparsity-aware Self-pinching Gates
par: Xu, Haoning, et autres
Publié: (2025)

Exploring SSL Discrete Speech Features for Zipformer-based Contextual ASR
par: Cui, Mingyu, et autres
Publié: (2024)

Disentangling Speakers in Multi-Talker Speech Recognition with Speaker-Aware CTC
par: Kang, Jiawen, et autres
Publié: (2024)

Exploring Cross-Utterance Speech Contexts for Conformer-Transducer Speech Recognition Systems
par: Cui, Mingyu, et autres
Publié: (2025)

UNISON: A Unified Sound Generation and Editing Framework via Deep LLM Fusion
par: Li, Zhaoqing, et autres
Publié: (2026)

Enhancing Speaker-Independent Dysarthric Speech Severity Classification with DSSCNet and Cross-Corpus Adaptation
par: Roy, Arnab Kumar, et autres
Publié: (2025)

Exploiting Audio-Visual Features with Pretrained AV-HuBERT for Multi-Modal Dysarthric Speech Reconstruction
par: Chen, Xueyuan, et autres
Publié: (2024)

Spectral-Aware Low-Rank Adaptation for Speaker Verification
par: Li, Zhe, et autres
Publié: (2025)

Enhancing Dysarthric Speech Recognition for Unseen Speakers via Prototype-Based Adaptation
par: Wang, Shiyao, et autres
Publié: (2024)

Speaker-Smoothed kNN Speaker Adaptation for End-to-End ASR
par: Li, Shaojun, et autres
Publié: (2024)

Bayesian Learning for Deep Neural Network Adaptation
par: Xie, Xurong, et autres
Publié: (2020)

Investigation of Deep Neural Network Acoustic Modelling Approaches for Low Resource Accented Mandarin Speech Recognition
par: Xie, Xurong, et autres
Publié: (2022)

Speaker Contrastive Learning for Source Speaker Tracing
par: Wang, Qing, et autres
Publié: (2024)

SCDNet: Self-supervised Learning Feature-based Speaker Change Detection
par: Li, Yue, et autres
Publié: (2024)

Speaker Targeting via Self-Speaker Adaptation for Multi-talker ASR
par: Wang, Weiqing, et autres
Publié: (2025)

Enhancing Target Speaker Extraction with Explicit Speaker Consistency Modeling
par: Wu, Shu, et autres
Publié: (2025)

Multi-Level Speaker Representation for Target Speaker Extraction
par: Zhang, Ke, et autres
Publié: (2024)

Cross-Speaker Encoding Network for Multi-Talker Speech Recognition
par: Kang, Jiawen, et autres
Publié: (2024)

ASRRL-TTS: Agile Speaker Representation Reinforcement Learning for Text-to-Speech Speaker Adaptation
par: Fu, Ruibo, et autres
Publié: (2024)

An Investigation on Speaker Augmentation for End-to-End Speaker Extraction
par: You, Zhenghai, et autres
Publié: (2025)

A Comprehensive Investigation on Speaker Augmentation for Speaker Recognition
par: Zhou, Zhenyu, et autres
Publié: (2024)

An Investigation of Reprogramming for Cross-Language Adaptation in Speaker Verification Systems
par: Li, Jingyu, et autres
Publié: (2024)