| 2025 | ACL | 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 |
| 2025 | ACL | SimulS2S-LLM: Unlocking Simultaneous Inference of Speech LLMs for Speech-to-Speech Translation. | Keqi Deng, Wenxi Chen, Xie Chen, Philip C. Woodland |
| 2025 | ACL | 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 |
| 2025 | ICASSP | 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 |
| 2025 | NAACL | Wav2Prompt: End-to-End Speech Prompt Learning and Task-based Fine-tuning for Text-based LLMs. | Keqi Deng, Guangzhi Sun, Philip C. Woodland |
| 2024 | ACL | Label-Synchronous Neural Transducer for E2E Simultaneous Speech Translation. | Keqi Deng, Philip C. Woodland |
| 2024 | ICASSP | FastInject: Injecting Unpaired Text Data into CTC-Based ASR Training. | Keqi Deng, Philip C. Woodland |
| 2023 | ICASSP | Adaptable End-to-End ASR Models Using Replaceable Internal LMs and Residual Softmax. | Keqi Deng, Philip C. Woodland |
| 2022 | ICASSP | 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 |
| 2022 | ICASSP | 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 |
| 2022 | Interspeech | Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation. | Keqi Deng, Shinji Watanabe, Jiatong Shi, Siddhant Arora |
| 2022 | Interspeech | 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 |
| 2022 | Interspeech | 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 |
| 2021 | ASRU | Improving Hybrid CTC/Attention End-to-End Speech Recognition with Pretrained Acoustic and Language Models. | Keqi Deng, Songjun Cao, Yike Zhang, Long Ma |
| 2021 | ICASSP | History Utterance Embedding Transformer LM for Speech Recognition. | Keqi Deng, Gaofeng Cheng, Haoran Miao, Pengyuan Zhang, Yonghong Yan |
| 2021 | Interspeech | Improving Accent Identification and Accented Speech Recognition Under a Framework of Self-Supervised Learning. | Keqi Deng, Songjun Cao, Long Ma |