Keqi Deng

According to our database, Keqi Deng authored at least 24 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Multi-head Temporal Latent Attention.

Keqi Deng, Philip C. Woodland

CoRR, May, 2025

Wav2Prompt: End-to-End Speech Prompt Learning and Task-based Fine-tuning for Text-based LLMs.

Keqi Deng, Guangzhi Sun, Philip C. Woodland

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Transducer-Llama: Integrating LLMs into Streamable Transducer-based Speech Recognition.

Keqi Deng, Jinxi Guo, Yingyi Ma, Niko Moritz, Philip C. Woodland, Ozlem Kalinli, Mike Seltzer

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning.

Yexing Du, Youcheng Pan, Ziyang Ma, Bo Yang, Yifan Yang, Keqi Deng, Xie Chen, Yang Xiang, Ming Liu, Bing Qin

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

SimulS2S-LLM: Unlocking Simultaneous Inference of Speech LLMs for Speech-to-Speech Translation.

Keqi Deng, Wenxi Chen, Xie Chen, Philip C. Woodland

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching.

Yushen Chen, Zhikang Niu, Ziyang Ma, Keqi Deng, Chunhui Wang, Jian Zhao, Kai Yu, Xie Chen

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Label-Synchronous Neural Transducer for Adaptable Online E2E Speech Recognition.

Keqi Deng, Philip C. Woodland

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Decoupled structure for improved adaptability of end-to-end models.

Keqi Deng, Philip C. Woodland

Speech Commun., 2024

CoT-ST: Enhancing LLM-based Speech Translation with Multimodal Chain-of-Thought.

Yexing Du, Ziyang Ma, Yifan Yang, Keqi Deng, Xie Chen, Bo Yang, Yang Xiang, Ming Liu, Bing Qin

CoRR, 2024

Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning.

Keqi Deng, Guangzhi Sun, Philip C. Woodland

CoRR, 2024

FastInject: Injecting Unpaired Text Data into CTC-Based ASR Training.

Keqi Deng, Philip C. Woodland

Proceedings of the IEEE International Conference on Acoustics, 2024

Label-Synchronous Neural Transducer for E2E Simultaneous Speech Translation.

Keqi Deng, Philip C. Woodland

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Adaptable End-to-End ASR Models Using Replaceable Internal LMs and Residual Softmax.

Keqi Deng, Philip C. Woodland

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Alleviating ASR Long-Tailed Problem by Decoupling the Learning of Representation and Classification.

Keqi Deng, Gaofeng Cheng, Runyan Yang, Yonghong Yan

IEEE ACM Trans. Audio Speech Lang. Process., 2022

ETEH: Unified Attention-Based End-to-End ASR and KWS Architecture.

Gaofeng Cheng, Haoran Miao, Runyan Yang, Keqi Deng, Yonghong Yan

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Knowledge Distillation For CTC-based Speech Recognition Via Consistent Acoustic Representation Learning.

Sanli Tian, Keqi Deng, Zehan Li, Lingxuan Ye, Gaofeng Cheng, Ta Li, Yonghong Yan

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Improving Streaming End-to-End ASR on Transformer-based Causal Models with Encoder States Revision Strategies.

Zehan Li, Haoran Miao, Keqi Deng, Gaofeng Cheng, Sanli Tian, Ta Li, Yonghong Yan

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation.

Keqi Deng, Shinji Watanabe, Jiatong Shi, Siddhant Arora

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Improving Non-Autoregressive End-to-End Speech Recognition with Pre-Trained Acoustic and Language Models.

Keqi Deng, Zehui Yang, Shinji Watanabe, Yosuke Higuchi, Gaofeng Cheng, Pengyuan Zhang

Proceedings of the IEEE International Conference on Acoustics, 2022

Improving CTC-Based Speech Recognition Via Knowledge Transferring from Pre-Trained Language Models.

Keqi Deng, Songjun Cao, Yike Zhang, Long Ma, Gaofeng Cheng, Ji Xu, Pengyuan Zhang

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Improving Hybrid CTC/Attention End-to-end Speech Recognition with Pretrained Acoustic and Language Model.

Keqi Deng, Songjun Cao, Yike Zhang, Long Ma

CoRR, 2021

Improving Accent Identification and Accented Speech Recognition Under a Framework of Self-Supervised Learning.

Keqi Deng, Songjun Cao, Long Ma

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

History Utterance Embedding Transformer LM for Speech Recognition.

Keqi Deng, Gaofeng Cheng, Haoran Miao, Pengyuan Zhang, Yonghong Yan

Proceedings of the IEEE International Conference on Acoustics, 2021

Improving Hybrid CTC/Attention End-to-End Speech Recognition with Pretrained Acoustic and Language Models.

Keqi Deng, Songjun Cao, Yike Zhang, Long Ma

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021