Cheng-I Lai

According to our database, Cheng-I Lai authored at least 25 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Large-Scale Evaluation of Speech Foundation Models.

Shu-Wen Yang, Heng-Jui Chang, Zili Huang, Andy T. Liu, Cheng-I Lai, Haibin Wu, Jiatong Shi, Xuankai Chang, Hsiang-Sheng Tsai, Wen-Chin Huang, Tzu-hsun Feng, Po-Han Chi, Yist Y. Lin, Yung-Sung Chuang, Tzu-Hsien Huang, Wei-Cheng Tseng, Kushal Lakhotia, Shang-Wen Li, Abdelrahman Mohamed, Shinji Watanabe, Hung-yi Lee

IEEE ACM Trans. Audio Speech Lang. Process., 2024

2023

Instruction-Following Speech Recognition.

Cheng-I Jeff Lai, Zhiyun Lu, Liangliang Cao, Ruoming Pang

CoRR, 2023

Cascading and Direct Approaches to Unsupervised Constituency Parsing on Spoken Sentences.

Yuan Tseng, Cheng-I Jeff Lai, Hung-Yi Lee

Proceedings of the IEEE International Conference on Acoustics, 2023

Audio-Visual Neural Syntax Acquisition.

Cheng-I Jeff Lai, Freda Shi, Puyuan Peng, Yoon Kim, Kevin Gimpel, Shiyu Chang, Yung-Sung Chuang, Saurabhchand Bhati, David D. Cox, David Harwath, Yang Zhang, Karen Livescu, James R. Glass

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Improving Self-Supervised Speech Representations by Disentangling Speakers.

Kaizhi Qian, Yang Zhang, Heting Gao, Junrui Ni, Cheng-I Lai, David D. Cox, Mark Hasegawa-Johnson, Shiyu Chang

CoRR, 2022

Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing.

Yonggan Fu, Yang Zhang, Kaizhi Qian, Zhifan Ye, Zhongzhi Yu, Cheng-I Jeff Lai, Celine Lin

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Simple and Effective Unsupervised Speech Synthesis.

Alexander H. Liu, Cheng-I Lai, Wei-Ning Hsu, Michael Auli, Alexei Baevski, James R. Glass

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers.

Kaizhi Qian, Yang Zhang, Heting Gao, Junrui Ni, Cheng-I Lai, David D. Cox, Mark Hasegawa-Johnson, Shiyu Chang

Proceedings of the International Conference on Machine Learning, 2022

On the Interplay between Sparsity, Naturalness, Intelligibility, and Prosody in Speech Synthesis.

Cheng-I Jeff Lai, Erica Cooper, Yang Zhang, Shiyu Chang, Kaizhi Qian, Yi-Lun Liao, Yung-Sung Chuang, Alexander H. Liu, Junichi Yamagishi, David D. Cox, James R. Glass

Proceedings of the IEEE International Conference on Acoustics, 2022

SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities.

Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang, Kushal Lakhotia, Shu-Wen Yang, Shuyan Dong, Andy T. Liu, Cheng-I Lai, Jiatong Shi, Xuankai Chang, Phil Hall, Hsuan-Jui Chen, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Cross-Modal Discrete Representation Learning.

Alexander H. Liu, SouYoung Jin, Cheng-I Lai, Andrew Rouditchenko, Aude Oliva, James R. Glass

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

SSAST: Self-Supervised Audio Spectrogram Transformer.

Yuan Gong, Cheng-I Lai, Yu-An Chung, James R. Glass

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition.

Cheng-I Jeff Lai, Yang Zhang, Alexander H. Liu, Shiyu Chang, Yi-Lun Liao, Yung-Sung Chuang, Kaizhi Qian, Sameer Khurana, David D. Cox, James R. Glass

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

SUPERB: Speech Processing Universal PERformance Benchmark.

Shu-Wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Jeff Lai, Kushal Lakhotia, Yist Y. Lin, Andy T. Liu, Jiatong Shi, Xuankai Chang, Guan-Ting Lin, Tzu-Hsien Huang, Wei-Cheng Tseng, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining.

Cheng-I Lai, Yung-Sung Chuang, Hung-Yi Lee, Shang-Wen Li, James R. Glass

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Conditioned Natural Language Generation using only Unconditioned Language Model: An Exploration.

Fan-Keng Sun, Cheng-I Lai

CoRR, 2020

Towards Semi-Supervised Semantics Understanding from Speech.

Cheng-I Lai, Jin Cao, Sravan Bodapati, Shang-Wen Li

CoRR, 2020

Can Speaker Augmentation Improve Multi-Speaker End-to-End TTS?

Erica Cooper, Cheng-I Lai, Yusuke Yasuda, Junichi Yamagishi

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Improved Prosody from Learned F0 Codebook Representations for VQ-VAE Speech Waveform Reconstruction.

Yi Zhao, Haoyu Li, Cheng-I Lai, Jennifer Williams, Erica Cooper, Junichi Yamagishi

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Zero-Shot Multi-Speaker Text-To-Speech with State-Of-The-Art Neural Speaker Embeddings.

Erica Cooper, Cheng-I Lai, Yusuke Yasuda, Fuming Fang, Xin Wang, Nanxin Chen, Junichi Yamagishi

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Contrastive Predictive Coding Based Feature for Automatic Speaker Verification.

Cheng-I Lai

CoRR, 2019

Controlling the Reading Level of Machine Translation Output.

Kelly Marchisio, Jialiang Guo, Cheng-I Lai, Philipp Koehn

Proceedings of Machine Translation Summit XVII Volume 1: Research Track, 2019

ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual Networks.

Cheng-I Lai, Nanxin Chen, Jesús Villalba, Najim Dehak

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Attentive Filtering Networks for Audio Replay Attack Detection.

Cheng-I Lai, Alberto Abad, Korin Richmond, Junichi Yamagishi, Najim Dehak, Simon King

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Investigation on Bandwidth Extension for Speaker Recognition.

Phani Sankar Nidadavolu, Cheng-I Lai, Jesús Villalba, Najim Dehak

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018