Improving Neural Biasing for Contextual Speech Recognition by Early Context Injection and Text Perturbation
Fuente:
arXiv
Saved in:
| Main Authors: | Huang, Ruizhe, Yarmohammadi, Mahsa, Khudanpur, Sanjeev, Povey, Daniel |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HENT-SRT: Hierarchical Efficient Neural Transducer with Self-Distillation for Joint Speech Recognition and Translation
by: Hussein, Amir, et al.
Published: (2025)
by: Hussein, Amir, et al.
Published: (2025)
FeruzaSpeech: A 60 Hour Uzbek Read Speech Corpus with Punctuation, Casing, and Context
by: Povey, Anna, et al.
Published: (2024)
by: Povey, Anna, et al.
Published: (2024)
Text Injection for Neural Contextual Biasing
by: Meng, Zhong, et al.
Published: (2024)
by: Meng, Zhong, et al.
Published: (2024)
Contextualized End-to-end Automatic Speech Recognition with Intermediate Biasing Loss
by: Shakeel, Muhammad, et al.
Published: (2024)
by: Shakeel, Muhammad, et al.
Published: (2024)
Improving ASR Contextual Biasing with Guided Attention
by: Tang, Jiyang, et al.
Published: (2024)
by: Tang, Jiyang, et al.
Published: (2024)
OWSM-Biasing: Contextualizing Open Whisper-Style Speech Models for Automatic Speech Recognition with Dynamic Vocabulary
by: Sudo, Yui, et al.
Published: (2025)
by: Sudo, Yui, et al.
Published: (2025)
Automatic Text Pronunciation Correlation Generation and Application for Contextual Biasing
by: Cheng, Gaofeng, et al.
Published: (2025)
by: Cheng, Gaofeng, et al.
Published: (2025)
ContextASR-Bench: A Massive Contextual Speech Recognition Benchmark
by: Wang, He, et al.
Published: (2025)
by: Wang, He, et al.
Published: (2025)
Speech Recognition Model Improves Text-to-Speech Synthesis using Fine-Grained Reward
by: Wang, Guansu, et al.
Published: (2025)
by: Wang, Guansu, et al.
Published: (2025)
OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models
by: Zhu, Han, et al.
Published: (2026)
by: Zhu, Han, et al.
Published: (2026)
Improving Speech-based Emotion Recognition with Contextual Utterance Analysis and LLMs
by: Zhang, Enshi, et al.
Published: (2024)
by: Zhang, Enshi, et al.
Published: (2024)
Contextualized Automatic Speech Recognition with Dynamic Vocabulary Prediction and Activation
by: Lin, Zhennan, et al.
Published: (2025)
by: Lin, Zhennan, et al.
Published: (2025)
Less Peaky and More Accurate CTC Forced Alignment by Label Priors
by: Huang, Ruizhe, et al.
Published: (2024)
by: Huang, Ruizhe, et al.
Published: (2024)
Optimizing Contextual Speech Recognition Using Vector Quantization for Efficient Retrieval
by: Flemotomos, Nikolaos, et al.
Published: (2024)
by: Flemotomos, Nikolaos, 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)
Modeling Overlapped Speech with Shuffles
by: Wiesner, Matthew, et al.
Published: (2026)
by: Wiesner, Matthew, et al.
Published: (2026)
Improving Accented Speech Recognition using Data Augmentation based on Unsupervised Text-to-Speech Synthesis
by: Do, Cong-Thanh, et al.
Published: (2024)
by: Do, Cong-Thanh, et al.
Published: (2024)
PAC: Pronunciation-Aware Contextualized Large Language Model-based Automatic Speech Recognition
by: Fu, Li, et al.
Published: (2025)
by: Fu, Li, et al.
Published: (2025)
Can LLMs Help Localize Fake Words in Partially Fake Speech?
by: Zhang, Lin, et al.
Published: (2026)
by: Zhang, Lin, et al.
Published: (2026)
GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio
by: Chen, Guoguo, et al.
Published: (2021)
by: Chen, Guoguo, et al.
Published: (2021)
Multi-Channel Multi-Speaker ASR Using Target Speaker's Solo Segment
by: Shao, Yiwen, et al.
Published: (2024)
by: Shao, Yiwen, et al.
Published: (2024)
SPES: Spectrogram Perturbation for Explainable Speech-to-Text Generation
by: Fucci, Dennis, et al.
Published: (2024)
by: Fucci, Dennis, et al.
Published: (2024)
Lightweight Prompt Biasing for Contextualized End-to-End ASR Systems
by: Ren, Bo, et al.
Published: (2025)
by: Ren, Bo, et al.
Published: (2025)
Improved Contextual Recognition In Automatic Speech Recognition Systems By Semantic Lattice Rescoring
by: Sudarshan, Ankitha, et al.
Published: (2023)
by: Sudarshan, Ankitha, et al.
Published: (2023)
A Neural Model for Contextual Biasing Score Learning and Filtering
by: Huang, Wanting, et al.
Published: (2025)
by: Huang, Wanting, et al.
Published: (2025)
InterBiasing: Boost Unseen Word Recognition through Biasing Intermediate Predictions
by: Nakagome, Yu, et al.
Published: (2024)
by: Nakagome, Yu, et al.
Published: (2024)
Acoustic modeling for Overlapping Speech Recognition: JHU Chime-5 Challenge System
by: Manohar, Vimal, et al.
Published: (2024)
by: Manohar, Vimal, et al.
Published: (2024)
DYNAC: Dynamic Vocabulary based Non-Autoregressive Contextualization for Speech Recognition
by: Sudo, Yui, et al.
Published: (2025)
by: Sudo, Yui, et al.
Published: (2025)
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)
CASPER: A Large Scale Spontaneous Speech Dataset
by: Xiao, Cihan, et al.
Published: (2025)
by: Xiao, Cihan, et al.
Published: (2025)
On Speaker Attribution with SURT
by: Raj, Desh, et al.
Published: (2024)
by: Raj, Desh, et al.
Published: (2024)
Post-decoder Biasing for End-to-End Speech Recognition of Multi-turn Medical Interview
by: Liu, Heyang, et al.
Published: (2024)
by: Liu, Heyang, et al.
Published: (2024)
ASR Under the Stethoscope: Evaluating Biases in Clinical Speech Recognition across Indian Languages
by: Kumar, Subham, et al.
Published: (2025)
by: Kumar, Subham, et al.
Published: (2025)
Improving Whisper's Recognition Performance for Under-Represented Language Kazakh Leveraging Unpaired Speech and Text
by: Li, Jinpeng, et al.
Published: (2024)
by: Li, Jinpeng, et al.
Published: (2024)
Lost in Transcription: Identifying and Quantifying the Accuracy Biases of Automatic Speech Recognition Systems Against Disfluent Speech
by: Mujtaba, Dena, et al.
Published: (2024)
by: Mujtaba, Dena, et al.
Published: (2024)
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)
Improving Speech Emotion Recognition in Under-Resourced Languages via Speech-to-Speech Translation with Bootstrapping Data Selection
by: Lin, Hsi-Che, et al.
Published: (2024)
by: Lin, Hsi-Che, et al.
Published: (2024)
WCTC-Biasing: Retraining-free Contextual Biasing ASR with Wildcard CTC-based Keyword Spotting and Inter-layer Biasing
by: Nakagome, Yu, et al.
Published: (2025)
by: Nakagome, Yu, et al.
Published: (2025)
Unveiling Biases while Embracing Sustainability: Assessing the Dual Challenges of Automatic Speech Recognition Systems
by: Kulkarni, Ajinkya, et al.
Published: (2025)
by: Kulkarni, Ajinkya, et al.
Published: (2025)
Effective Context in Neural Speech Models
by: Meng, Yen, et al.
Published: (2025)
by: Meng, Yen, et al.
Published: (2025)
Similar Items
-
HENT-SRT: Hierarchical Efficient Neural Transducer with Self-Distillation for Joint Speech Recognition and Translation
by: Hussein, Amir, et al.
Published: (2025) -
FeruzaSpeech: A 60 Hour Uzbek Read Speech Corpus with Punctuation, Casing, and Context
by: Povey, Anna, et al.
Published: (2024) -
Text Injection for Neural Contextual Biasing
by: Meng, Zhong, et al.
Published: (2024) -
Contextualized End-to-end Automatic Speech Recognition with Intermediate Biasing Loss
by: Shakeel, Muhammad, et al.
Published: (2024) -
Improving ASR Contextual Biasing with Guided Attention
by: Tang, Jiyang, et al.
Published: (2024)