Improving Hybrid CTC/Attention End-to-End Speech Recognition with Pretrained Acoustic and Language Models. - Keqi Deng; Songjun Cao; Yike Zhang; Long Ma (ASRU, 2021)

History Utterance Embedding Transformer LM for Speech Recognition. - Keqi Deng; Gaofeng Cheng; Haoran Miao; Pengyuan Zhang; Yonghong Yan 002 (ICASSP, 2021)

Improving Accent Identification and Accented Speech Recognition Under a Framework of Self-Supervised Learning. - Keqi Deng; Songjun Cao; Long Ma (Interspeech, 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 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 (ICASSP, 2022)

Improving Non-Autoregressive End-to-End Speech Recognition with Pre-Trained Acoustic and Language Models. - Keqi Deng; Zehui Yang; Shinji Watanabe 001; Yosuke Higuchi; Gaofeng Cheng; Pengyuan Zhang (ICASSP, 2022)

Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation. - Keqi Deng; Shinji Watanabe 001; Jiatong Shi; Siddhant Arora (INTERSPEECH, 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 002 (INTERSPEECH, 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 002 (INTERSPEECH, 2022)

ETEH: Unified Attention-Based End-to-End ASR and KWS Architecture. - Gaofeng Cheng; Haoran Miao; Runyan Yang; Keqi Deng; Yonghong Yan 002 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Alleviating ASR Long-Tailed Problem by Decoupling the Learning of Representation and Classification. - Keqi Deng; Gaofeng Cheng; Runyan Yang; Yonghong Yan 002 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Adaptable End-to-End ASR Models Using Replaceable Internal LMs and Residual Softmax. - Keqi Deng; Philip C. Woodland (ICASSP, 2023)

Label-Synchronous Neural Transducer for E2E Simultaneous Speech Translation. - Keqi Deng; Philip C. Woodland (ACL (1), 2024)

FastInject: Injecting Unpaired Text Data into CTC-Based ASR Training. - Keqi Deng; Philip C. Woodland (ICASSP, 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)

CoT-ST: Enhancing LLM-based Speech Translation with Multimodal Chain-of-Thought. - Yexing Du; Ziyang Ma 001; Yifan Yang 005; Keqi Deng; Xie Chen 001; Bo Yang 006; Yang Xiang; Ming Liu 004; Bing Qin 001 (CoRR, 2024)

Decoupled structure for improved adaptability of end-to-end models. - Keqi Deng; Philip C. Woodland (Speech Commun., 2024)

Label-Synchronous Neural Transducer for Adaptable Online E2E Speech Recognition. - Keqi Deng; Philip C. Woodland (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching. - Yushen Chen; Zhikang Niu; Ziyang Ma 001; Keqi Deng; Chunhui Wang; Jian Zhao; Kai Yu 004; Xie Chen 001 (ACL (1), 2025)

SimulS2S-LLM: Unlocking Simultaneous Inference of Speech LLMs for Speech-to-Speech Translation. - Keqi Deng; Wenxi Chen; Xie Chen 001; Philip C. Woodland (ACL (1), 2025)

Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning. - Yexing Du; Youcheng Pan; Ziyang Ma 001; Bo Yang 006; Yifan Yang 005; Keqi Deng; Xie Chen 001; Yang Xiang; Ming Liu 004; Bing Qin 001 (ACL (1), 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 (ICASSP, 2025)

Wav2Prompt: End-to-End Speech Prompt Learning and Task-based Fine-tuning for Text-based LLMs. - Keqi Deng; Guangzhi Sun; Philip C. Woodland (NAACL (Long Papers), 2025)

Multi-head Temporal Latent Attention. - Keqi Deng; Philip C. Woodland (CoRR, 2025)