Weight Factorization and Centralization for Continual Learning in Speech Recognition
Fuente:
arXiv
Saved in:
| Main Authors: | Ugan, Enes Yavuz, Pham, Ngoc-Quan, Waibel, Alexander |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Adapting Language Balance in Code-Switching Speech
by: Ugan, Enes Yavuz, et al.
Published: (2025)
by: Ugan, Enes Yavuz, et al.
Published: (2025)
Bayesian Low-Rank Factorization for Robust Model Adaptation
by: Ugan, Enes Yavuz, et al.
Published: (2025)
by: Ugan, Enes Yavuz, et al.
Published: (2025)
Towards continually learning new languages
by: Pham, Ngoc-Quan, et al.
Published: (2022)
by: Pham, Ngoc-Quan, et al.
Published: (2022)
Accent conversion using discrete units with parallel data synthesized from controllable accented TTS
by: Nguyen, Tuan Nam, et al.
Published: (2024)
by: Nguyen, Tuan Nam, et al.
Published: (2024)
Streaming Non-Autoregressive Model for Accent Conversion and Pronunciation Improvement
by: Nguyen, Tuan-Nam, et al.
Published: (2025)
by: Nguyen, Tuan-Nam, et al.
Published: (2025)
Predictive Speech Recognition and End-of-Utterance Detection Towards Spoken Dialog Systems
by: Zink, Oswald, et al.
Published: (2024)
by: Zink, Oswald, et al.
Published: (2024)
MSA-ASR: Efficient Multilingual Speaker Attribution with frozen ASR Models
by: Nguyen, Thai-Binh, et al.
Published: (2024)
by: Nguyen, Thai-Binh, et al.
Published: (2024)
Convoifilter: A case study of doing cocktail party speech recognition
by: Nguyen, Thai-Binh, et al.
Published: (2023)
by: Nguyen, Thai-Binh, et al.
Published: (2023)
Summarizing Speech: A Comprehensive Survey
by: Retkowski, Fabian, et al.
Published: (2025)
by: Retkowski, Fabian, et al.
Published: (2025)
Continual Adaptation for Pacific Indigenous Speech Recognition
by: Xiao, Yang, et al.
Published: (2026)
by: Xiao, Yang, et al.
Published: (2026)
Conversational Speech Recognition by Learning Audio-textual Cross-modal Contextual Representation
by: Wei, Kun, et al.
Published: (2023)
by: Wei, Kun, et al.
Published: (2023)
Weighted Cross-entropy for Low-Resource Languages in Multilingual Speech Recognition
by: Piñeiro-Martín, Andrés, et al.
Published: (2024)
by: Piñeiro-Martín, Andrés, et al.
Published: (2024)
Continual Speech Learning with Fused Speech Features
by: Wang, Guitao, et al.
Published: (2025)
by: Wang, Guitao, et al.
Published: (2025)
Joint Automatic Speech Recognition And Structure Learning For Better Speech Understanding
by: Hu, Jiliang, et al.
Published: (2025)
by: Hu, Jiliang, et al.
Published: (2025)
Improving Pronunciation and Accent Conversion through Knowledge Distillation And Synthetic Ground-Truth from Native TTS
by: Nguyen, Tuan Nam, et al.
Published: (2024)
by: Nguyen, Tuan Nam, et al.
Published: (2024)
Weight Averaging: A Simple Yet Effective Method to Overcome Catastrophic Forgetting in Automatic Speech Recognition
by: Eeckt, Steven Vander, et al.
Published: (2022)
by: Eeckt, Steven Vander, et al.
Published: (2022)
SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition
by: Hsu, Ming-Hao, et al.
Published: (2024)
by: Hsu, Ming-Hao, et al.
Published: (2024)
MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder
by: Le-Duc, Khai, et al.
Published: (2024)
by: Le-Duc, Khai, et al.
Published: (2024)
Controlling Emotion in Text-to-Speech with Natural Language Prompts
by: Bott, Thomas, et al.
Published: (2024)
by: Bott, Thomas, et al.
Published: (2024)
Continuous Speech Tokenizer in Text To Speech
by: Li, Yixing, et al.
Published: (2024)
by: Li, Yixing, et al.
Published: (2024)
Automatic Speech Recognition for Hindi
by: Saha, Anish, et al.
Published: (2024)
by: Saha, Anish, et al.
Published: (2024)
Teaching a Multilingual Large Language Model to Understand Multilingual Speech via Multi-Instructional Training
by: Denisov, Pavel, et al.
Published: (2024)
by: Denisov, Pavel, et al.
Published: (2024)
Speech Recognition Rescoring with Large Speech-Text Foundation Models
by: Shivakumar, Prashanth Gurunath, et al.
Published: (2024)
by: Shivakumar, Prashanth Gurunath, et al.
Published: (2024)
A Deep Learning Automatic Speech Recognition Model for Shona Language
by: Sirora, Leslie Wellington, et al.
Published: (2025)
by: Sirora, Leslie Wellington, et al.
Published: (2025)
Multitask Learning for Grapheme-to-Phoneme Conversion of Anglicisms in German Speech Recognition
by: Pritzen, Julia, et al.
Published: (2021)
by: Pritzen, Julia, et al.
Published: (2021)
Joint vs Sequential Speaker-Role Detection and Automatic Speech Recognition for Air-traffic Control
by: Blatt, Alexander, et al.
Published: (2024)
by: Blatt, Alexander, et al.
Published: (2024)
Adapting Diarization-Conditioned Whisper for End-to-End Multi-Talker Speech Recognition
by: Kocour, Martin, et al.
Published: (2025)
by: Kocour, Martin, et al.
Published: (2025)
DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech Recognition
by: Lee, Wonjun, et al.
Published: (2025)
by: Lee, Wonjun, et al.
Published: (2025)
Swedish Whispers; Leveraging a Massive Speech Corpus for Swedish Speech Recognition
by: Vesterbacka, Leonora, et al.
Published: (2025)
by: Vesterbacka, Leonora, et al.
Published: (2025)
Inappropriate Pause Detection In Dysarthric Speech Using Large-Scale Speech Recognition
by: Lee, Jeehyun, et al.
Published: (2024)
by: Lee, Jeehyun, et al.
Published: (2024)
Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition
by: Wang, Yujin, et al.
Published: (2022)
by: Wang, Yujin, et al.
Published: (2022)
Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech Recognition
by: Cornell, Samuele, et al.
Published: (2024)
by: Cornell, Samuele, et al.
Published: (2024)
On the Contribution of Lexical Features to Speech Emotion Recognition
by: Combei, David
Published: (2025)
by: Combei, David
Published: (2025)
Dynamic Data Pruning for Automatic Speech Recognition
by: Xiao, Qiao, et al.
Published: (2024)
by: Xiao, Qiao, et al.
Published: (2024)
Contextualized Automatic Speech Recognition with Dynamic Vocabulary
by: Sudo, Yui, et al.
Published: (2024)
by: Sudo, Yui, et al.
Published: (2024)
Unimodal Aggregation for CTC-based Speech Recognition
by: Fang, Ying, et al.
Published: (2023)
by: Fang, Ying, et al.
Published: (2023)
Dialectal Coverage And Generalization in Arabic Speech Recognition
by: Djanibekov, Amirbek, et al.
Published: (2024)
by: Djanibekov, Amirbek, et al.
Published: (2024)
Speech Recognition Transformers: Topological-lingualism Perspective
by: Singh, Shruti, et al.
Published: (2024)
by: Singh, Shruti, et al.
Published: (2024)
A Cross-Corpus Speech Emotion Recognition Method Based on Supervised Contrastive Learning
by: minjie, Xiang
Published: (2024)
by: minjie, Xiang
Published: (2024)
Enhancing Dialogue Speech Recognition with Robust Contextual Awareness via Noise Representation Learning
by: Lee, Wonjun, et al.
Published: (2024)
by: Lee, Wonjun, et al.
Published: (2024)
Similar Items
-
Adapting Language Balance in Code-Switching Speech
by: Ugan, Enes Yavuz, et al.
Published: (2025) -
Bayesian Low-Rank Factorization for Robust Model Adaptation
by: Ugan, Enes Yavuz, et al.
Published: (2025) -
Towards continually learning new languages
by: Pham, Ngoc-Quan, et al.
Published: (2022) -
Accent conversion using discrete units with parallel data synthesized from controllable accented TTS
by: Nguyen, Tuan Nam, et al.
Published: (2024) -
Streaming Non-Autoregressive Model for Accent Conversion and Pronunciation Improvement
by: Nguyen, Tuan-Nam, et al.
Published: (2025)