CTC Blank Triggered Dynamic Layer-Skipping for Efficient CTC-based Speech Recognition
Fuente:
arXiv
Saved in:
| Main Authors: | Hou, Junfeng, Wang, Peiyao, Zhang, Jincheng, Yang, Meng, Feng, Minwei, Yin, Jingcheng |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Analyzing the Importance of Blank for CTC-Based Knowledge Distillation
by: Hilmes, Benedikt, et al.
Published: (2025)
by: Hilmes, Benedikt, et al.
Published: (2025)
Unimodal Aggregation for CTC-based Speech Recognition
by: Fang, Ying, et al.
Published: (2023)
by: Fang, Ying, et al.
Published: (2023)
Speaker-Distinguishable CTC: Learning Speaker Distinction Using CTC for Multi-Talker Speech Recognition
by: Sakuma, Asahi, et al.
Published: (2025)
by: Sakuma, Asahi, et al.
Published: (2025)
Decoder-only Architecture for Speech Recognition with CTC Prompts and Text Data Augmentation
by: Tsunoo, Emiru, et al.
Published: (2023)
by: Tsunoo, Emiru, et al.
Published: (2023)
Disentangling Speakers in Multi-Talker Speech Recognition with Speaker-Aware CTC
by: Kang, Jiawen, et al.
Published: (2024)
by: Kang, Jiawen, et al.
Published: (2024)
kNN-CTC: Enhancing ASR via Retrieval of CTC Pseudo Labels
by: Zhou, Jiaming, et al.
Published: (2023)
by: Zhou, Jiaming, et al.
Published: (2023)
SegAug: CTC-Aligned Segmented Augmentation For Robust RNN-Transducer Based Speech Recognition
by: Le, Khanh, et al.
Published: (2025)
by: Le, Khanh, et al.
Published: (2025)
CR-CTC: Consistency regularization on CTC for improved speech recognition
by: Yao, Zengwei, et al.
Published: (2024)
by: Yao, Zengwei, et al.
Published: (2024)
Enhancing CTC-Based Visual Speech Recognition
by: Laux, Hendrik, et al.
Published: (2024)
by: Laux, Hendrik, et al.
Published: (2024)
CTC-TTS: LLM-based dual-streaming text-to-speech with CTC alignment
by: Liu, Hanwen, et al.
Published: (2026)
by: Liu, Hanwen, et al.
Published: (2026)
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification
by: Peng, Yifan, et al.
Published: (2024)
by: Peng, Yifan, et al.
Published: (2024)
NTC-KWS: Noise-aware CTC for Robust Keyword Spotting
by: Xi, Yu, et al.
Published: (2024)
by: Xi, Yu, et al.
Published: (2024)
Delayed-KD: Delayed Knowledge Distillation based CTC for Low-Latency Streaming ASR
by: Li, Longhao, et al.
Published: (2025)
by: Li, Longhao, et al.
Published: (2025)
CTC-based Non-autoregressive Textless Speech-to-Speech Translation
by: Fang, Qingkai, et al.
Published: (2024)
by: Fang, Qingkai, et al.
Published: (2024)
LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors
by: Ma, Rao, et al.
Published: (2025)
by: Ma, Rao, et al.
Published: (2025)
CJST: CTC Compressor based Joint Speech and Text Training for Decoder-Only ASR
by: Zhou, Wei, et al.
Published: (2024)
by: Zhou, Wei, et al.
Published: (2024)
Enhancing CTC-based speech recognition with diverse modeling units
by: Han, Shiyi, et al.
Published: (2024)
by: Han, Shiyi, et al.
Published: (2024)
Joint Beam Search Integrating CTC, Attention, and Transducer Decoders
by: Sudo, Yui, et al.
Published: (2024)
by: Sudo, Yui, et al.
Published: (2024)
Fast Context-Biasing for CTC and Transducer ASR models with CTC-based Word Spotter
by: Andrusenko, Andrei, et al.
Published: (2024)
by: Andrusenko, Andrei, et al.
Published: (2024)
Improving Multilingual Speech Models on ML-SUPERB 2.0: Fine-tuning with Data Augmentation and LID-Aware CTC
by: Wang, Qingzheng, et al.
Published: (2025)
by: Wang, Qingzheng, et al.
Published: (2025)
FlexCTC: GPU-powered CTC Beam Decoding With Advanced Contextual Abilities
by: Grigoryan, Lilit, et al.
Published: (2025)
by: Grigoryan, Lilit, et al.
Published: (2025)
Boosting CTC-Based ASR Using LLM-Based Intermediate Loss Regularization
by: Altinok, Duygu
Published: (2025)
by: Altinok, Duygu
Published: (2025)
CTC-aligned Audio-Text Embedding for Streaming Open-vocabulary Keyword Spotting
by: Jin, Sichen, et al.
Published: (2024)
by: Jin, Sichen, et al.
Published: (2024)
A Language-Agnostic Hierarchical LoRA-MoE Architecture for CTC-based Multilingual ASR
by: Zheng, Yuang, et al.
Published: (2026)
by: Zheng, Yuang, et al.
Published: (2026)
Multilingual Audio-Visual Speech Recognition with Hybrid CTC/RNN-T Fast Conformer
by: Burchi, Maxime, et al.
Published: (2024)
by: Burchi, Maxime, et al.
Published: (2024)
Label-Context-Dependent Internal Language Model Estimation for CTC
by: Yang, Zijian, et al.
Published: (2025)
by: Yang, Zijian, et al.
Published: (2025)
Spiralformer: Low Latency Encoder for Streaming Speech Recognition with Circular Layer Skipping and Early Exiting
by: Tsunoo, Emiru, et al.
Published: (2025)
by: Tsunoo, Emiru, et al.
Published: (2025)
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)
FLToP CTC: Frame-Level Token Pruning via Relative Threshold for Efficient and Memory-Saving Decoding on Diverse Platforms
by: Shree, Atul, et al.
Published: (2025)
by: Shree, Atul, et al.
Published: (2025)
Improving Zero-Shot Chinese-English Code-Switching ASR with kNN-CTC and Gated Monolingual Datastores
by: Zhou, Jiaming, et al.
Published: (2024)
by: Zhou, Jiaming, et al.
Published: (2024)
Guiding Frame-Level CTC Alignments Using Self-knowledge Distillation
by: Kim, Eungbeom, et al.
Published: (2024)
by: Kim, Eungbeom, et al.
Published: (2024)
The RoyalFlush Automatic Speech Diarization and Recognition System for In-Car Multi-Channel Automatic Speech Recognition Challenge
by: Tian, Jingguang, et al.
Published: (2024)
by: Tian, Jingguang, et al.
Published: (2024)
Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition
by: Bai, Ye, et al.
Published: (2024)
by: Bai, Ye, et al.
Published: (2024)
PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models
by: Feng, Tiantian, et al.
Published: (2023)
by: Feng, Tiantian, et al.
Published: (2023)
A Transcription Prompt-based Efficient Audio Large Language Model for Robust Speech Recognition
by: Li, Yangze, et al.
Published: (2024)
by: Li, Yangze, et al.
Published: (2024)
Efficient Long-Form Speech Recognition for General Speech In-Context Learning
by: Yen, Hao, et al.
Published: (2024)
by: Yen, Hao, et al.
Published: (2024)
LV-CTC: Non-autoregressive ASR with CTC and latent variable models
by: Fujita, Yuya, et al.
Published: (2024)
by: Fujita, Yuya, et al.
Published: (2024)
GALD-SE: Guided Anisotropic Lightweight Diffusion for Efficient Speech Enhancement
by: Wang, Chengzhong, et al.
Published: (2024)
by: Wang, Chengzhong, et al.
Published: (2024)
SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding
by: Wei, Linye, et al.
Published: (2025)
by: Wei, Linye, et al.
Published: (2025)
Crab: Multi Layer Contrastive Supervision to Improve Speech Emotion Recognition Under Both Acted and Natural Speech Condition
by: Ueda, Lucas H., et al.
Published: (2026)
by: Ueda, Lucas H., et al.
Published: (2026)
Similar Items
-
Analyzing the Importance of Blank for CTC-Based Knowledge Distillation
by: Hilmes, Benedikt, et al.
Published: (2025) -
Unimodal Aggregation for CTC-based Speech Recognition
by: Fang, Ying, et al.
Published: (2023) -
Speaker-Distinguishable CTC: Learning Speaker Distinction Using CTC for Multi-Talker Speech Recognition
by: Sakuma, Asahi, et al.
Published: (2025) -
Decoder-only Architecture for Speech Recognition with CTC Prompts and Text Data Augmentation
by: Tsunoo, Emiru, et al.
Published: (2023) -
Disentangling Speakers in Multi-Talker Speech Recognition with Speaker-Aware CTC
by: Kang, Jiawen, et al.
Published: (2024)