Cover Image

Consistency Based Unsupervised Self-training For ASR Personalisation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Jisi, Rajan, Vandana, Mehmood, Haaris, Tuckey, David, Parada, Pablo Peso, Jalal, Md Asif, Saravanan, Karthikeyan, Lee, Gil Ho, Lee, Jungin, Jung, Seokyeong
Format:	Preprint
Published:	2024
Subjects:	Audio and Speech Processing Sound
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ValSub: Subsampling Validation Data to Mitigate Forgetting during ASR Personalization
by: Mehmood, Haaris, et al.
Published: (2025)

persoDA: Personalized Data Augmentation for Personalized ASR
by: Parada, Pablo Peso, et al.
Published: (2025)

Locality enhanced dynamic biasing and sampling strategies for contextual ASR
by: Jalal, Md Asif, et al.
Published: (2024)

Diffusion based Text-to-Music Generation with Global and Local Text based Conditioning
by: Zhang, Jisi, et al.
Published: (2025)

Retrieval Augmented Generation based context discovery for ASR
by: Siskos, Dimitrios, et al.
Published: (2025)

Exploring compressibility of transformer based text-to-music (TTM) models
by: Moschopoulos, Vasileios, et al.
Published: (2024)

FlowW2N: Whispered-to-Normal Speech Conversion via Flow-Matching
by: Ritter-Gutierrez, Fabian, et al.
Published: (2026)

DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation
by: Xu, Jie, et al.
Published: (2024)

Robust Target Speaker Diarization and Separation via Augmented Speaker Embedding Sampling
by: Jalal, Md Asif, et al.
Published: (2025)

REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR
by: Tseng, Liang-Hsuan, et al.
Published: (2024)

Align-Consistency: Improving Non-autoregressive and Semi-supervised ASR with Consistency Regularization
by: Huang, Wanting, et al.
Published: (2026)

Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding
by: Jung, Yeonjoon, et al.
Published: (2024)

ASR for Affective Speech: Investigating Impact of Emotion and Speech Generative Strategy
by: Wu, Ya-Tse, et al.
Published: (2026)

Comparing Unsupervised and Supervised Semantic Speech Tokens: A Case Study of Child ASR
by: Shi, Mohan, et al.
Published: (2025)

LUPET: Incorporating Hierarchical Information Path into Multilingual ASR
by: Liu, Wei, et al.
Published: (2024)

Complexity boosted adaptive training for better low resource ASR performance
by: Lu, Hongxuan, et al.
Published: (2024)

Progressive unsupervised domain adaptation for ASR using ensemble models and multi-stage training
by: Ahmad, Rehan, et al.
Published: (2024)

Unsupervised ASR via Cross-Lingual Pseudo-Labeling
by: Likhomanenko, Tatiana, et al.
Published: (2023)

Causal Analysis of ASR Errors for Children: Quantifying the Impact of Physiological, Cognitive, and Extrinsic Factors
by: Singh, Vishwanath Pratap, et al.
Published: (2025)

ManWav: The First Manchu ASR Model
by: Seo, Jean, et al.
Published: (2024)

DP-LAC: Lightweight Adaptive Clipping for Differentially Private Federated Fine-tuning of Language Models
by: Mehmood, Haaris, et al.
Published: (2026)

Differentially Private Clustered Federated Learning with Privacy-Preserving Initialization and Normality-Driven Aggregation
by: Xu, Jie, et al.
Published: (2026)

An Investigation on Combining Geometry and Consistency Constraints into Phase Estimation for Speech Enhancement
by: Ho, Chun-Wei, et al.
Published: (2025)

A Bottom-up Framework with Language-universal Speech Attribute Modeling for Syllable-based ASR
by: Yen, Hao, et al.
Published: (2025)

MSDA: Combining Pseudo-labeling and Self-Supervision for Unsupervised Domain Adaptation in ASR
by: Damianos, Dimitrios, et al.
Published: (2025)

AdaLTM: Adaptive Layer-wise Task Vector Merging for Categorical Speech Emotion Recognition with ASR Knowledge Integration
by: Lee, Chia-Yu, et al.
Published: (2026)

A Parameter-efficient Language Extension Framework for Multilingual ASR
by: Liu, Wei, et al.
Published: (2024)

Unsupervised Rhythm and Voice Conversion to Improve ASR on Dysarthric Speech
by: Hajal, Karl El, et al.
Published: (2025)

Unsupervised Rhythm and Voice Conversion of Dysarthric to Healthy Speech for ASR
by: Hajal, Karl El, et al.
Published: (2025)

Bengali-Loop: Community Benchmarks for Long-Form Bangla ASR and Speaker Diarization
by: Tabib, H. M. Shadman, et al.
Published: (2026)

An Explicit Consistency-Preserving Loss Function for Phase Reconstruction and Speech Enhancement
by: Ku, Pin-Jui, et al.
Published: (2024)

Analyzing Error Propagation in Korean Spoken QA with ASR-LLM Cascades
by: Jung, Donghyuk, et al.
Published: (2026)

Causal Structure Discovery for Error Diagnostics of Children's ASR
by: Singh, Vishwanath Pratap, et al.
Published: (2025)

Multimodal Consistency-Guided Reference-Free Data Selection for ASR Accent Adaptation
by: Lei, Ligong, et al.
Published: (2026)

SAM: A Mamba-2 State-Space Audio-Language Model
by: Lee, Taehan, et al.
Published: (2025)

Enhancing Multilingual ASR for Unseen Languages via Language Embedding Modeling
by: Huang, Shao-Syuan, et al.
Published: (2024)

Decoder-only Conformer with Modality-aware Sparse Mixtures of Experts for ASR
by: Lee, Jaeyoung, et al.
Published: (2026)

DM-ASR: Diarization-aware Multi-speaker ASR with Large Language Models
by: Li, Li, et al.
Published: (2026)

Are Transformers in Pre-trained LM A Good ASR Encoder? An Empirical Study
by: An, Keyu, et al.
Published: (2024)

Bridging Speech and Text: Enhancing ASR with Pinyin-to-Character Pre-training in LLMs
by: Yuhang, Yang, et al.
Published: (2024)