High-level energy consumption model of embedded graphic processors. - Chen-Wei Huang; Yu-An Chung; Pei-Shu Huang; Shiao-Li Tsao (DSP, 2015)

Cost-Aware Pre-Training for Multiclass Cost-Sensitive Deep Learning. - Yu-An Chung; Hsuan-Tien Lin; Shao-Wen Yang (IJCAI, 2016)

Audio Word2Vec: Unsupervised Learning of Audio Segment Representations Using Sequence-to-Sequence Autoencoder. - Yu-An Chung; Chao-Chung Wu; Chia-Hao Shen; Hung-yi Lee; Lin-Shan Lee (INTERSPEECH, 2016)

Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation. - Yu-An Chung; Hsuan-Tien Lin (CoRR, 2016)

libact: Pool-based Active Learning in Python. - Yao-Yuan Yang; Shao-Chuan Lee; Yu-An Chung; Tung-En Wu; Si-An Chen; Hsuan-Tien Lin (CoRR, 2017)

Learning Word Embeddings from Speech. - Yu-An Chung; James R. Glass (CoRR, 2017)

Learning Deep Representations of Medical Images using Siamese CNNs with Application to Content-Based Image Retrieval. - Yu-An Chung; Wei-Hung Weng (CoRR, 2017)

Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech. - Yu-An Chung; James R. Glass (INTERSPEECH, 2018)

Supervised and Unsupervised Transfer Learning for Question Answering. - Yu-An Chung; Hung-yi Lee; James R. Glass (NAACL-HLT, 2018)

Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces. - Yu-An Chung; Wei-Hung Weng; Schrasing Tong; James R. Glass (NeurIPS, 2018)

Semi-supervised Training for Improving Data Efficiency in End-to-end Speech Synthesis. - Yu-An Chung; Yuxuan Wang 002; Wei-Ning Hsu; Yu Zhang 033; R. J. Skerry-Ryan (ICASSP, 2019)

Towards Unsupervised Speech-to-text Translation. - Yu-An Chung; Wei-Hung Weng; Schrasing Tong; James R. Glass (ICASSP, 2019)

Disentangling Correlated Speaker and Noise for Speech Synthesis via Data Augmentation and Adversarial Factorization. - Wei-Ning Hsu; Yu Zhang 033; Ron J. Weiss; Yu-An Chung; Yuxuan Wang 002; Yonghui Wu; James R. Glass (ICASSP, 2019)

An Unsupervised Autoregressive Model for Speech Representation Learning. - Yu-An Chung; Wei-Ning Hsu; Hao Tang 002; James R. Glass (INTERSPEECH, 2019)

Unsupervised Clinical Language Translation. - Wei-Hung Weng; Yu-An Chung; Peter Szolovits (KDD, 2019)

Towards Transfer Learning for End-to-End Speech Synthesis from Deep Pre-Trained Language Models. - Wei Fang; Yu-An Chung; James R. Glass (CoRR, 2019)

SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic Auto-Encoders. - Peter J. Liu; Yu-An Chung; Jie Ren 006 (CoRR, 2019)

Improved Speech Representations with Multi-Target Autoregressive Predictive Coding. - Yu-An Chung; James R. Glass (ACL, 2020)

Generative Pre-Training for Speech with Autoregressive Predictive Coding. - Yu-An Chung; James R. Glass (ICASSP, 2020)

Vector-Quantized Autoregressive Predictive Coding. - Yu-An Chung; Hao Tang 002; James R. Glass (INTERSPEECH, 2020)

Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation. - Yu-An Chung; Shao-Wen Yang; Hsuan-Tien Lin (TAAI, 2020)

Clinical Text Summarization with Syntax-Based Negation and Semantic Concept Identification. - Wei-Hung Weng; Yu-An Chung; Schrasing Tong (CoRR, 2020)

Semi-Supervised Speech-Language Joint Pre-Training for Spoken Language Understanding. - Yu-An Chung; Chenguang Zhu 001; Michael Zeng 001 (CoRR, 2020)

w2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training. - Yu-An Chung; Yu Zhang 033; Wei Han 002; Chung-Cheng Chiu; James Qin; Ruoming Pang; Yonghui Wu (ASRU, 2021)

Similarity Analysis of Self-Supervised Speech Representations. - Yu-An Chung; Yonatan Belinkov; James R. Glass (ICASSP, 2021)

AST: Audio Spectrogram Transformer. - Yuan Gong 001; Yu-An Chung; James R. Glass (Interspeech, 2021)

Non-Autoregressive Predictive Coding for Learning Speech Representations from Local Dependencies. - Alexander H. Liu; Yu-An Chung; James R. Glass (Interspeech, 2021)

SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding. - Yu-An Chung; Chenguang Zhu 001; Michael Zeng 001 (NAACL-HLT, 2021)

PSLA: Improving Audio Event Classification with Pretraining, Sampling, Labeling, and Aggregation. - Yuan Gong 001; Yu-An Chung; James R. Glass (CoRR, 2021)

SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training. - Ankur Bapna; Yu-An Chung; Nan Wu; Anmol Gulati; Ye Jia; Jonathan H. Clark; Melvin Johnson; Jason Riesa; Alexis Conneau; Yu Zhang 033 (CoRR, 2021)

PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation. - Yuan Gong 001; Yu-An Chung; James R. Glass (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

SSAST: Self-Supervised Audio Spectrogram Transformer. - Yuan Gong 001; Cheng-I Lai; Yu-An Chung; James R. Glass (AAAI, 2022)

Autoregressive Predictive Coding: A Comprehensive Study. - Gene-Ping Yang; Sung-Lin Yeh; Yu-An Chung; James R. Glass; Hao Tang 002 (IEEE J. Sel. Top. Signal Process., 2022)

Self-Supervised Learning for Speech Processing - Yu-An Chung (2022)

Speech-to-Speech Translation for a Real-world Unwritten Language. - 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; et al. (ACL (Findings), 2023)

UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units. - Hirofumi Inaguma; Sravya Popuri; Ilia Kulikov; Peng-Jen Chen; Changhan Wang; Yu-An Chung; Yun Tang 002; Ann Lee 001; Shinji Watanabe 001; Juan Pino 001 (ACL (1), 2023)

SeamlessM4T-Massively Multilingual & Multimodal Machine Translation. - 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; et al. (CoRR, 2023)

Seamless: Multilingual Expressive and Streaming Speech Translation. - 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; et al. (CoRR, 2023)

COLLD: Contrastive Layer-to-Layer Distillation for Compressing Multilingual Pre-Trained Speech Encoders. - Heng-Jui Chang; Ning Dong; Ruslan Mavlyutov; Sravya Popuri; Yu-An Chung (ICASSP, 2024)

DC-Spin: A Speaker-invariant Speech Tokenizer for Spoken Language Models. - Heng-Jui Chang; Hongyu Gong; Changhan Wang; James R. Glass; Yu-An Chung (CoRR, 2024)