Cover Image

TG-ASR: Translation-Guided Learning with Parallel Gated Cross Attention for Low-Resource Automatic Speech Recognition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yang, Cheng-Yeh, Wang, Chien-Chun, Chen, Li-Wei, Lee, Hung-Shin, Wang, Hsin-Min, Chen, Berlin
Format:	Preprint
Published:	2026
Subjects:	Audio and Speech Processing Artificial Intelligence Computation and Language Sound
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Universal Robust Speech Adaptation for Cross-Domain Speech Recognition and Enhancement
by: Wang, Chien-Chun, et al.
Published: (2026)

Channel-Aware Domain-Adaptive Generative Adversarial Network for Robust Speech Recognition
by: Wang, Chien-Chun, et al.
Published: (2024)

Effective Noise-aware Data Simulation for Domain-adaptive Speech Enhancement Leveraging Dynamic Stochastic Perturbation
by: Wang, Chien-Chun, et al.
Published: (2024)

Speech-Aware Neural Diarization with Encoder-Decoder Attractor Guided by Attention Constraints
by: Lee, PeiYing, et al.
Published: (2024)

Efficient Dialect-Aware Modeling and Conditioning for Low-Resource Taiwanese Hakka Speech Processing
by: Peng, An-Ci, et al.
Published: (2026)

Attention-Guided Adaptation for Code-Switching Speech Recognition
by: Aditya, Bobbi, et al.
Published: (2023)

Fusion of Discrete Representations and Self-Augmented Representations for Multilingual Automatic Speech Recognition
by: Wang, Shih-heng, et al.
Published: (2024)

Exploring the Impact of Data Quantity on ASR in Extremely Low-resource Languages
by: Cheng, Yao-Fei, et al.
Published: (2024)

SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition
by: Hsu, Ming-Hao, et al.
Published: (2024)

Robust Generative Audio Quality Assessment: Disentangling Quality from Spurious Correlations
by: Huang, Kuan-Tang, et al.
Published: (2026)

Edge-ASR: Towards Low-Bit Quantization of Automatic Speech Recognition Models
by: Feng, Chen, et al.
Published: (2025)

SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding
by: Wei, Linye, et al.
Published: (2025)

Zero Shot Text to Speech Augmentation for Automatic Speech Recognition on Low-Resource Accented Speech Corpora
by: Nespoli, Francesco, et al.
Published: (2024)

ConSep: a Noise- and Reverberation-Robust Speech Separation Framework by Magnitude Conditioning
by: Ho, Kuan-Hsun, et al.
Published: (2024)

Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition
by: Bai, Ye, et al.
Published: (2024)

What do neural networks listen to? Exploring the crucial bands in Speech Enhancement using Sinc-convolution
by: Ho, Kuan-Hsun, et al.
Published: (2024)

EfficientASR: Speech Recognition Network Compression via Attention Redundancy and Chunk-Level FFN Optimization
by: Wang, Jianzong, et al.
Published: (2024)

ConPCO: Preserving Phoneme Characteristics for Automatic Pronunciation Assessment Leveraging Contrastive Ordinal Regularization
by: Yan, Bi-Cheng, et al.
Published: (2024)

Speech Emotion Recognition with ASR Integration
by: Li, Yuanchao
Published: (2026)

ICMC-ASR: The ICASSP 2024 In-Car Multi-Channel Automatic Speech Recognition Challenge
by: Wang, He, et al.
Published: (2024)

FireRedASR2S: A State-of-the-Art Industrial-Grade All-in-One Automatic Speech Recognition System
by: Xu, Kaituo, et al.
Published: (2026)

The RoyalFlush Automatic Speech Diarization and Recognition System for In-Car Multi-Channel Automatic Speech Recognition Challenge
by: Tian, Jingguang, et al.
Published: (2024)

A Novel Data Augmentation Approach for Automatic Speaking Assessment on Opinion Expressions
by: Wang, Chung-Chun, et al.
Published: (2025)

LPGNet: A Lightweight Network with Parallel Attention and Gated Fusion for Multimodal Emotion Recognition
by: He, Zhining, et al.
Published: (2025)

AC-Mix: Self-Supervised Adaptation for Low-Resource Automatic Speech Recognition using Agnostic Contrastive Mixup
by: Carvalho, Carlos, et al.
Published: (2024)

Elevating Robust Multi-Talker ASR by Decoupling Speaker Separation and Speech Recognition
by: Yang, Yufeng, et al.
Published: (2025)

Resource-Efficient Adaptation of Speech Foundation Models for Multi-Speaker ASR
by: Wang, Weiqing, et al.
Published: (2024)

SOA: Reducing Domain Mismatch in SSL Pipeline by Speech Only Adaptation for Low Resource ASR
by: Shankar, Natarajan Balaji, et al.
Published: (2024)

LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation
by: Kamahori, Keisuke, et al.
Published: (2025)

An approach to measuring the performance of Automatic Speech Recognition (ASR) models in the context of Large Language Model (LLM) powered applications
by: Pulikodan, Sujith, et al.
Published: (2025)

Towards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages
by: Li, Chin-Jou, et al.
Published: (2025)

Word Level Timestamp Generation for Automatic Speech Recognition and Translation
by: Hu, Ke, et al.
Published: (2025)

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection
by: Yang, Tzu-Ting, et al.
Published: (2024)

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)

Automatic Speech Recognition for African Low-Resource Languages: Challenges and Future Directions
by: Imam, Sukairaj Hafiz, et al.
Published: (2025)

CAMEL: Cross-Attention Enhanced Mixture-of-Experts and Language Bias for Code-Switching Speech Recognition
by: Wang, He, et al.
Published: (2024)

FLASepformer: Efficient Speech Separation with Gated Focused Linear Attention Transformer
by: Wang, Haoxu, et al.
Published: (2025)

Streaming Decoder-Only Automatic Speech Recognition with Discrete Speech Units: A Pilot Study
by: Chen, Peikun, et al.
Published: (2024)

Noise-Aware Speech Separation with Contrastive Learning
by: Zhang, Zizheng, et al.
Published: (2023)

An Effective Mixture-Of-Experts Approach For Code-Switching Speech Recognition Leveraging Encoder Disentanglement
by: Yang, Tzu-Ting, et al.
Published: (2024)