Yu-An Chung - RankMe

65 papers A* 5A 7C 1Misc 6Journal 39Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Omnilingual SONAR: Cross-Lingual and Cross-Modal Sentence Embeddings Bridging Massively Multilingual Text and Speech. CoRR João Maria Janeiro, Pere-Lluís Huguet Cabot, Ioannis Tsiamas, Yen Meng, Vivek Iyer, Guillem Ramírez, Loïc Barrault, Belen Alastruey, Yu-An Chung, Marta R. Costa-jussà, David Dale, Kevin Heffernan, Jaehyeong Jo, Artyom Kozhevnikov, Alexandre Mourachko, Christophe Ropers, Holger Schwenk, Paul-Ambroise Duquenne
2025	A	`conf`	DC-Spin: A Speaker-invariant Speech Tokenizer for Spoken Language Models. INTERSPEECH Heng-Jui Chang, Hongyu Gong, Changhan Wang, James R. Glass, Yu-An Chung
2025	J	`jnl`	Omnilingual ASR: Open-Source Multilingual Speech Recognition for 1600+ Languages. CoRR Gil Keren, Artyom Kozhevnikov, Yen Meng, Christophe Ropers, Matthew Setzler, Skyler Wang, Ife Adebara, Michael Auli, Can Balioglu, Kevin Chan, Chierh Cheng, Joe Chuang, Caley Droof, Mark Duppenthaler, Paul-Ambroise Duquenne, Alexander Erben, Cynthia Gao, Gabriel Mejia Gonzalez, Kehan Lyu, Sagar Miglani, Vineel Pratap, Kaushik Ram Sadagopan, Safiyyah Saleem, Arina Turkatenko, Albert Ventayol-Boada, Zheng-Xin Yong, Yu-An Chung, Jean Maillard, Rashel Moritz, Alexandre Mourachko, Mary Williamson, Shireen Yates
2025	J	`jnl`	SpidR: Learning Fast and Stable Linguistic Units for Spoken Language Models Without Supervision. CoRR Maxime Poli, Mahi Luthra, Youssef Benchekroun, Yosuke Higuchi, Martin Gleize, Jiayi Shen, Robin Algayres, Yu-An Chung, Mido Assran, Juan Pino, Emmanuel Dupoux
2025	J	`jnl`	SpidR: Learning Fast and Stable Linguistic Units for Spoken Language Models Without Supervision. Trans. Mach. Learn. Res. Maxime Poli, Mahi Luthra, Youssef Benchekroun, Yosuke Higuchi, Martin Gleize, Jiayi Shen, Robin Algayres, Yu-An Chung, Mido Assran, Juan Pino, Emmanuel Dupoux
2024	Misc	`conf`	COLLD: Contrastive Layer-to-Layer Distillation for Compressing Multilingual Pre-Trained Speech Encoders. ICASSP Heng-Jui Chang, Ning Dong, Ruslan Mavlyutov, Sravya Popuri, Yu-An Chung
2024	J	`jnl`	DC-Spin: A Speaker-invariant Speech Tokenizer for Spoken Language Models. CoRR Heng-Jui Chang, Hongyu Gong, Changhan Wang, James R. Glass, Yu-An Chung
2023	J	`jnl`	CoLLD: Contrastive Layer-to-layer Distillation for Compressing Multilingual Pre-trained Speech Encoders. CoRR Heng-Jui Chang, Ning Dong, Ruslan Mavlyutov, Sravya Popuri, Yu-An Chung
2023	J	`jnl`	Seamless: Multilingual Expressive and Streaming Speech Translation. CoRR Loïc Barrault, Yu-An Chung, Mariano Coria Meglioli, David Dale, Ning Dong, Mark Duppenthaler, Paul-Ambroise Duquenne, Brian Ellis, Hady Elsahar, Justin Haaheim, John Hoffman, Min-Jae Hwang, Hirofumi Inaguma, Christopher Klaiber, Ilia Kulikov, Pengwei Li, Daniel Licht, Jean Maillard, Ruslan Mavlyutov, Alice Rakotoarison, Kaushik Ram Sadagopan, Abinesh Ramakrishnan, Tuan Tran, Guillaume Wenzek, Yilin Yang, Ethan Ye, Ivan Evtimov, Pierre Fernandez, Cynthia Gao, Prangthip Hansanti, Elahe Kalbassi, Amanda Kallet, Artyom Kozhevnikov, Gabriel Mejia Gonzalez, Robin San Roman, Christophe Touret, Corinne Wong, Carleigh Wood, Bokai Yu, Pierre Andrews, Can Balioglu, Peng-Jen Chen, Marta R. Costa-jussà, Maha Elbayad, Hongyu Gong, Francisco Guzmán, Kevin Heffernan, Somya Jain, Justine Kao, Ann Lee, Xutai Ma, Alexandre Mourachko, Benjamin N. Peloquin, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Anna Y. Sun, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang, Mary Williamson
2023	J	`jnl`	SeamlessM4T-Massively Multilingual & Multimodal Machine Translation. CoRR Seamless Communication, Loïc Barrault, Yu-An Chung, Mariano Coria Meglioli, David Dale, Ning Dong, Paul-Ambroise Duquenne, Hady Elsahar, Hongyu Gong, Kevin Heffernan, John Hoffman, Christopher Klaiber, Pengwei Li, Daniel Licht, Jean Maillard, Alice Rakotoarison, Kaushik Ram Sadagopan, Guillaume Wenzek, Ethan Ye, Bapi Akula, Peng-Jen Chen, Naji El Hachem, Brian Ellis, Gabriel Mejia Gonzalez, Justin Haaheim, Prangthip Hansanti, Russ Howes, Bernie Huang, Min-Jae Hwang, Hirofumi Inaguma, Somya Jain, Elahe Kalbassi, Amanda Kallet, Ilia Kulikov, Janice Lam, Daniel Li, Xutai Ma, Ruslan Mavlyutov, Benjamin N. Peloquin, Mohamed Ramadan, Abinesh Ramakrishnan, Anna Y. Sun, Kevin Tran, Tuan Tran, Igor Tufanov, Vish Vogeti, Carleigh Wood, Yilin Yang, Bokai Yu, Pierre Andrews, Can Balioglu, Marta R. Costa-jussà, Onur Celebi, Maha Elbayad, Cynthia Gao, Francisco Guzmán, Justine Kao, Ann Lee, Alexandre Mourachko, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang
2023	—	`conf`	Speech-to-Speech Translation for a Real-world Unwritten Language. ACL (Findings) Peng-Jen Chen, Kevin Tran, Yilin Yang, Jingfei Du, Justine Kao, Yu-An Chung, Paden Tomasello, Paul-Ambroise Duquenne, Holger Schwenk, Hongyu Gong, Hirofumi Inaguma, Sravya Popuri, Changhan Wang, Juan Pino, Wei-Ning Hsu, Ann Lee
2023	—	`conf`	UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units. ACL (1) Hirofumi Inaguma, Sravya Popuri, Ilia Kulikov, Peng-Jen Chen, Changhan Wang, Yu-An Chung, Yun Tang, Ann Lee, Shinji Watanabe, Juan Pino
2022	J	`jnl`	Autoregressive Predictive Coding: A Comprehensive Study. IEEE J. Sel. Top. Signal Process. Gene-Ping Yang, Sung-Lin Yeh, Yu-An Chung, James R. Glass, Hao Tang
2022	A*	`conf`	SSAST: Self-Supervised Audio Spectrogram Transformer. AAAI Yuan Gong, Cheng-I Lai, Yu-An Chung, James R. Glass
2022	—	`—`	Self-Supervised Learning for Speech Processing Yu-An Chung
2022	J	`jnl`	Speech-to-Speech Translation For A Real-world Unwritten Language. CoRR Peng-Jen Chen, Kevin Tran, Yilin Yang, Jingfei Du, Justine Kao, Yu-An Chung, Paden Tomasello, Paul-Ambroise Duquenne, Holger Schwenk, Hongyu Gong, Hirofumi Inaguma, Sravya Popuri, Changhan Wang, Juan Miguel Pino, Wei-Ning Hsu, Ann Lee
2022	J	`jnl`	UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units. CoRR Hirofumi Inaguma, Sravya Popuri, Ilia Kulikov, Peng-Jen Chen, Changhan Wang, Yu-An Chung, Yun Tang, Ann Lee, Shinji Watanabe, Juan Pino
2021	A	`conf`	AST: Audio Spectrogram Transformer. Interspeech Yuan Gong, Yu-An Chung, James R. Glass
2021	J	`jnl`	AST: Audio Spectrogram Transformer. CoRR Yuan Gong, Yu-An Chung, James R. Glass
2021	A	`conf`	Non-Autoregressive Predictive Coding for Learning Speech Representations from Local Dependencies. Interspeech Alexander H. Liu, Yu-An Chung, James R. Glass
2021	J	`jnl`	PSLA: Improving Audio Event Classification with Pretraining, Sampling, Labeling, and Aggregation. CoRR Yuan Gong, Yu-An Chung, James R. Glass
2021	J	`jnl`	PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation. IEEE ACM Trans. Audio Speech Lang. Process. Yuan Gong, Yu-An Chung, James R. Glass
2021	J	`jnl`	SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training. CoRR Ankur Bapna, Yu-An Chung, Nan Wu, Anmol Gulati, Ye Jia, Jonathan H. Clark, Melvin Johnson, Jason Riesa, Alexis Conneau, Yu Zhang
2021	—	`conf`	SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding. NAACL-HLT Yu-An Chung, Chenguang Zhu, Michael Zeng
2021	J	`jnl`	SSAST: Self-Supervised Audio Spectrogram Transformer. CoRR Yuan Gong, Cheng-I Jeff Lai, Yu-An Chung, James R. Glass
2021	Misc	`conf`	Similarity Analysis of Self-Supervised Speech Representations. ICASSP Yu-An Chung, Yonatan Belinkov, James R. Glass
2021	J	`jnl`	W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training. CoRR Yu-An Chung, Yu Zhang, Wei Han, Chung-Cheng Chiu, James Qin, Ruoming Pang, Yonghui Wu
2021	C	`conf`	w2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training. ASRU Yu-An Chung, Yu Zhang, Wei Han, Chung-Cheng Chiu, James Qin, Ruoming Pang, Yonghui Wu
2020	J	`jnl`	Clinical Text Summarization with Syntax-Based Negation and Semantic Concept Identification. CoRR Wei-Hung Weng, Yu-An Chung, Schrasing Tong
2020	—	`conf`	Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation. TAAI Yu-An Chung, Shao-Wen Yang, Hsuan-Tien Lin
2020	Misc	`conf`	Generative Pre-Training for Speech with Autoregressive Predictive Coding. ICASSP Yu-An Chung, James R. Glass
2020	A*	`conf`	Improved Speech Representations with Multi-Target Autoregressive Predictive Coding. ACL Yu-An Chung, James R. Glass
2020	J	`jnl`	Improved Speech Representations with Multi-Target Autoregressive Predictive Coding. CoRR Yu-An Chung, James R. Glass
2020	J	`jnl`	Non-Autoregressive Predictive Coding for Learning Speech Representations from Local Dependencies. CoRR Alexander H. Liu, Yu-An Chung, James R. Glass
2020	J	`jnl`	Semi-Supervised Speech-Language Joint Pre-Training for Spoken Language Understanding. CoRR Yu-An Chung, Chenguang Zhu, Michael Zeng
2020	J	`jnl`	Similarity Analysis of Self-Supervised Speech Representations. CoRR Yu-An Chung, Yonatan Belinkov, James R. Glass
2020	A	`conf`	Vector-Quantized Autoregressive Predictive Coding. INTERSPEECH Yu-An Chung, Hao Tang, James R. Glass
2020	J	`jnl`	Vector-Quantized Autoregressive Predictive Coding. CoRR Yu-An Chung, Hao Tang, James R. Glass
2019	A	`conf`	An Unsupervised Autoregressive Model for Speech Representation Learning. INTERSPEECH Yu-An Chung, Wei-Ning Hsu, Hao Tang, James R. Glass
2019	J	`jnl`	An Unsupervised Autoregressive Model for Speech Representation Learning. CoRR Yu-An Chung, Wei-Ning Hsu, Hao Tang, James R. Glass
2019	Misc	`conf`	Disentangling Correlated Speaker and Noise for Speech Synthesis via Data Augmentation and Adversarial Factorization. ICASSP Wei-Ning Hsu, Yu Zhang, Ron J. Weiss, Yu-An Chung, Yuxuan Wang, Yonghui Wu, James R. Glass
2019	J	`jnl`	Generative Pre-Training for Speech with Autoregressive Predictive Coding. CoRR Yu-An Chung, James R. Glass
2019	Misc	`conf`	Semi-supervised Training for Improving Data Efficiency in End-to-end Speech Synthesis. ICASSP Yu-An Chung, Yuxuan Wang, Wei-Ning Hsu, Yu Zhang, R. J. Skerry-Ryan
2019	J	`jnl`	SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic Auto-Encoders. CoRR Peter J. Liu, Yu-An Chung, Jie Ren
2019	J	`jnl`	Towards Transfer Learning for End-to-End Speech Synthesis from Deep Pre-Trained Language Models. CoRR Wei Fang, Yu-An Chung, James R. Glass
2019	Misc	`conf`	Towards Unsupervised Speech-to-text Translation. ICASSP Yu-An Chung, Wei-Hung Weng, Schrasing Tong, James R. Glass
2019	A*	`conf`	Unsupervised Clinical Language Translation. KDD Wei-Hung Weng, Yu-An Chung, Peter Szolovits
2019	J	`jnl`	Unsupervised Clinical Language Translation. CoRR Wei-Hung Weng, Yu-An Chung, Peter Szolovits
2018	J	`jnl`	Semi-Supervised Training for Improving Data Efficiency in End-to-End Speech Synthesis. CoRR Yu-An Chung, Yuxuan Wang, Wei-Ning Hsu, Yu Zhang, R. J. Skerry-Ryan
2018	A	`conf`	Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech. INTERSPEECH Yu-An Chung, James R. Glass
2018	J	`jnl`	Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech. CoRR Yu-An Chung, James R. Glass
2018	—	`conf`	Supervised and Unsupervised Transfer Learning for Question Answering. NAACL-HLT Yu-An Chung, Hung-yi Lee, James R. Glass
2018	J	`jnl`	Towards Unsupervised Speech-to-Text Translation. CoRR Yu-An Chung, Wei-Hung Weng, Schrasing Tong, James R. Glass
2018	A*	`conf`	Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces. NeurIPS Yu-An Chung, Wei-Hung Weng, Schrasing Tong, James R. Glass
2018	J	`jnl`	Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces. CoRR Yu-An Chung, Wei-Hung Weng, Schrasing Tong, James R. Glass
2017	J	`jnl`	Learning Deep Representations of Medical Images using Siamese CNNs with Application to Content-Based Image Retrieval. CoRR Yu-An Chung, Wei-Hung Weng
2017	J	`jnl`	Learning Word Embeddings from Speech. CoRR Yu-An Chung, James R. Glass
2017	J	`jnl`	Supervised and Unsupervised Transfer Learning for Question Answering. CoRR Yu-An Chung, Hung-yi Lee, James R. Glass
2017	J	`jnl`	libact: Pool-based Active Learning in Python. CoRR Yao-Yuan Yang, Shao-Chuan Lee, Yu-An Chung, Tung-En Wu, Si-An Chen, Hsuan-Tien Lin
2016	A	`conf`	Audio Word2Vec: Unsupervised Learning of Audio Segment Representations Using Sequence-to-Sequence Autoencoder. INTERSPEECH Yu-An Chung, Chao-Chung Wu, Chia-Hao Shen, Hung-yi Lee, Lin-Shan Lee
2016	J	`jnl`	Audio Word2Vec: Unsupervised Learning of Audio Segment Representations using Sequence-to-sequence Autoencoder. CoRR Yu-An Chung, Chao-Chung Wu, Chia-Hao Shen, Hung-yi Lee, Lin-Shan Lee
2016	A*	`conf`	Cost-Aware Pre-Training for Multiclass Cost-Sensitive Deep Learning. IJCAI Yu-An Chung, Hsuan-Tien Lin, Shao-Wen Yang
2016	J	`jnl`	Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation. CoRR Yu-An Chung, Hsuan-Tien Lin
2015	J	`jnl`	Cost-aware Pre-training for Multiclass Cost-sensitive Deep Learning. CoRR Yu-An Chung, Hsuan-Tien Lin, Shao-Wen Yang
2015	—	`conf`	High-level energy consumption model of embedded graphic processors. DSP Chen-Wei Huang, Yu-An Chung, Pei-Shu Huang, Shiao-Li Tsao