Insights into the Challenges and Opportunities of Large Multi-Modal Models for Blind and Low Vision Users: CLIP
PARIKSHA: A Scalable, Democratic, Transparent Evaluation Platform for Assessing Indic Large Language Models
Publication Speech separation with large-scale self-supervised learning Zhuo Chen, Naoyuki Kanda, Jian Wu, Yu Wu, Xiaofei Wang, Takuya Yoshioka, Jinyu Li, Sunit Sivasankaran, Sefik Emre Eskimez ICASSP | June 2023
Publication 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
Publication Learning to Rank in Generative Retrieval Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li AAAI 2024 | June 2023
Publication 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
Publication Fast and accurate factorized neural transducer for text adaption of end-to-end speech recognition models Rui Zhao, Jian Xue, Partha Parthasarathy, Veljko Miljanic, Jinyu Li ICASSP | June 2023
Publication 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
Publication HyperTuning: Toward Adapting Large Language Models without Back-propagation Jason Phang, Yi Mao, Pengcheng He, Weizhu Chen ICML 2023 | June 2023
Publication 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 Video Project
Publication Improving Contextual Spelling Correction by External Acoustics Attention and Semantic Aware Data Augmentation Xiaoqiang Wang, Yanqing Liu, Jinyu Li, Sheng zhao ICASSP | June 2023
Publication VarArray Meets t-SOT: Advancing the State of the Art of Streaming Distant Conversational Speech Recognition Naoyuki Kanda, Jian Wu, Xiaofei Wang, Zhuo Chen, Jinyu Li, Takuya Yoshioka ICASSP | June 2023