Cheng-I Lai

1.6k citations

14 papers · 875 indexed · 2 hit papers · h-index 10

Artificial Intelligence top 2%
Signal Processing top 1%
Computer Vision and Pattern Recognition top 10%
Experimental and Cognitive Psychology top 10%
Physiology

Co-authors: James Glass Nanxin Chen Yuan Gong Yu-An Chung Hung-yi Lee Yung-Sung Chuang Jesús Villalba Najim Dehak
Topics: Speech Recognition and Synthesis (10 papers)Natural Language Processing Techniques (9 papers)Topic Modeling (6 papers)
Cited by: Signal Processing Artificial Intelligence Experimental and Cognitive Psychology
Journals: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)Proceedings of the AAAI Conference on Artificial IntelligenceICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Partner nations: United States Taiwan Japan

In The Last Decade

Cheng-I Lai

13 papers receiving 830 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

SUPERB: Speech Processing Universal PERformance Benchmark

2021 409 citations Shu-Wen Yang, Po-Han Chi et al. profile →
SSAST: Self-Supervised Audio Spectrogram Transformer

2022 146 citations Yuan Gong, Cheng-I Lai et al. Proceedings of the AAAI Conference on Artificial Intelligence profile →

Peers

Countries citing papers authored by Cheng-I Lai

Since Specialization

Citations

This map shows the geographic impact of Cheng-I Lai's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Cheng-I Lai with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Cheng-I Lai more than expected).

Fields of papers citing papers by Cheng-I Lai

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Cheng-I Lai. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Cheng-I Lai. The network helps show where Cheng-I Lai may publish in the future.

Co-authorship network of co-authors of Cheng-I Lai

This figure shows the co-authorship network connecting the top 25 collaborators of Cheng-I Lai. A scholar is included among the top collaborators of Cheng-I Lai based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Cheng-I Lai. Cheng-I Lai is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

14 of 14 papers shown

#	Work	Indexed citations
1	Cascading and Direct Approaches to Unsupervised Constituency Parsing on Spoken Sentences 2023 ·(unknown),Cheng-I Lai,Hung-yi Lee	1
2	Audio-Visual Neural Syntax Acquisition 2023 ·Cheng-I Lai,Freda Shi,(unknown),Yoon Kim,Kevin Gimpel,Shiyu Chang,Yung-Sung Chuang,(unknown),David Cox,David Harwath,Yang Zhang,Karen Livescu,James Glass	0
3	Cross-Modal Discrete Representation Learning 2022 ·Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ·Alexander Liu,(unknown),Cheng-I Lai,Andrew Rouditchenko,Aude Oliva,James Glass	24
4	On the Interplay between Sparsity, Naturalness, Intelligibility, and Prosody in Speech Synthesis 2022 ·ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ·Cheng-I Lai,Erica Cooper,Yang Zhang,Shiyu Chang,Kaizhi Qian,(unknown),Yung-Sung Chuang,Alexander H. Liu,Junichi Yamagishi,David Cox,James Glass	3
5	Simple and Effective Unsupervised Speech Synthesis 2022 ·Interspeech 2022 ·(unknown),Cheng-I Lai,Wei-Ning Hsu,Michael Auli,Alexei Baevski,James Glass	9
6	SSAST: Self-Supervised Audio Spectrogram Transformerbreakdown → 2022 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Yuan Gong,Cheng-I Lai,Yu-An Chung,James Glass	146
7	SUPERB: Speech Processing Universal PERformance Benchmarkbreakdown → 2021 ·Shu-Wen Yang,Po-Han Chi,Yung-Sung Chuang,Cheng-I Lai,Kushal Lakhotia,Yist Y. Lin,Andy T. Liu,Jiatong Shi,Xuankai Chang,Guan-Ting Lin,(unknown),Wei-Cheng Tseng,(unknown),Da-Rong Liu,Zili Huang,Shuyan Dong,Shang-Wen Li,Shinji Watanabe,Abdelrahman Mohamed,Hung-yi Lee	409
8	Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining 2021 ·Cheng-I Lai,Yung-Sung Chuang,Hung-yi Lee,Shang-Wen Li,James Glass	35
9	Zero-Shot Multi-Speaker Text-To-Speech with State-Of-The-Art Neural Speaker Embeddings 2020 ·Erica Cooper,Cheng-I Lai,Yusuke Yasuda,Fuming Fang,Xin Wang,Nanxin Chen,Junichi Yamagishi	98
10	Improved Prosody from Learned F0 Codebook Representations for VQ-VAE Speech Waveform Reconstruction 2020 ·(unknown),(unknown),Cheng-I Lai,Jennifer Williams,Erica Cooper,Junichi Yamagishi	8
11	Can Speaker Augmentation Improve Multi-Speaker End-to-End TTS? 2020 ·Erica Cooper,Cheng-I Lai,Yusuke Yasuda,Junichi Yamagishi	14
12	ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual Networks 2019 ·Cheng-I Lai,Nanxin Chen,Jesús Villalba,Najim Dehak	102
13	Controlling the Reading Level of Machine Translation Output 2019 ·(unknown),Jialiang Guo,Cheng-I Lai,Philipp Koehn	15
14	Investigation on Bandwidth Extension for Speaker Recognition 2018 ·Phani Sankar Nidadavolu,Cheng-I Lai,Jesús Villalba,Najim Dehak	11

About Cheng-I Lai

Cheng-I Lai is a scholar working on Signal Processing, Artificial Intelligence and Computer Vision and Pattern Recognition, having authored 14 papers that have together received 875 indexed citations. Recurring topics across this work include Speech Recognition and Synthesis (10 papers), Natural Language Processing Techniques (9 papers) and Topic Modeling (6 papers). The work is most often cited by research in Signal Processing (567 citations), Artificial Intelligence (718 citations) and Experimental and Cognitive Psychology (80 citations). Cheng-I Lai has collaborated with scholars based in United States, Taiwan and Japan. Frequent co-authors include James Glass, Nanxin Chen, Yuan Gong, Yu-An Chung, Hung-yi Lee, Yung-Sung Chuang, Jesús Villalba, Najim Dehak, Shang-Wen Li and Shinji Watanabe. Their work appears in journals such as Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Proceedings of the AAAI Conference on Artificial Intelligence and ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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