Human language technologies

Advancing how machines understand and generate human language across speech, text, and translation.

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发布日期

论文与出版物

Simulating realistic speech overlaps improves multi-talker ASR

Muqiao Yang, Naoyuki Kanda, Xiaofei Wang, Jian Wu, Sunit Sivasankaran, Zhuo Chen, Jinyu Li, Takuya Yoshioka

ICASSP | June 2023

论文与出版物

Self-supervised learning with bi-label masked speech prediction for streaming multi-talker speech recognition

Zili Huang, Zhuo Chen, Naoyuki Kanda, Jian Wu, Yiming Wang, Jinyu Li, Takuya Yoshioka, Xiaofei Wang, Peidong Wang

ICASSP | June 2023

论文与出版物

Magneto: A Foundation Transformer

Hongyu Wang, Shuming Ma, Shaohan Huang, Li Dong, Wenhui Wang, Zhiliang Peng, Yu Wu, Payal Bajaj, Saksham Singhal, Alon Benhaim, Barun Patra, Zhun Liu, Vishrav Chaudhary, Xia Song, Furu Wei

ICML 2023 | June 2023

论文与出版物

Improving Contextual Spelling Correction by External Acoustics Attention and Semantic Aware Data Augmentation

Xiaoqiang Wang, Yanqing Liu, Jinyu Li, Sheng zhao

ICASSP | June 2023

论文与出版物

Speaker Change Detection for Transformer Transducer ASR

Jian Wu, Zhuo Chen, Min Hu, Xiong Xiao, Jinyu Li

June 2023

论文与出版物

Learning to Rank in Generative Retrieval

Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li

AAAI 2024 | June 2023

论文与出版物

HyperTuning: Toward Adapting Large Language Models without Back-propagation

Jason Phang, Yi Mao, Pengcheng He, Weizhu Chen

ICML 2023 | June 2023

论文与出版物

Orca: Progressive Learning from Complex Explanation Traces of GPT-4

Subhabrata (Subho) Mukherjee, Arindam Mitra, Ganesh Jawahar, Sahaj Agarwal, Hamid Palangi, Ahmed Awadallah

arXiv: Computation and Language | June 2023

视频项目

论文与出版物

LongFNT: Long-form Speech Recognition with Factorized Neural Transducer

Xun Gong, Yu Wu, Jinyu Li, Shujie Liu, Rui Zhao, Xie Chen, Yanmin Qian

ICASSP | June 2023

论文与出版物

CTCBERT: Advancing Hidden-unit BERT with CTC Objectives

Ruchao Fan, Yiming Wang, Yashesh Gaur, Jinyu Li

ICASSP | June 2023