Human language technologies

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

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公開日

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

公開日

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

公開日

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

公開日

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

Xiaoqiang Wang, Yanqing Liu, Jinyu Li, Sheng zhao

ICASSP | June 2023

公開日

Speaker Change Detection for Transformer Transducer ASR

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

June 2023

公開日

Learning to Rank in Generative Retrieval

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

AAAI 2024 | June 2023

公開日

HyperTuning: Toward Adapting Large Language Models without Back-propagation

Jason Phang, Yi Mao, Pengcheng He, Weizhu Chen

ICML 2023 | June 2023

公開日

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

動画プロジェクト

公開日

Less is More: Task-aware Layer-wise Distillation for Language Model Compression

Chen Liang, Simiao Zuo, Qingru Zhang, Pengcheng He, Weizhu Chen, Tuo Zhao

ICML 2023 | June 2023

公開日

BEATs: Audio Pre-Training with Acoustic Tokenizers

Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Furu Wei

ICML 2023 | June 2023