← Authors

Changhan Wang

44 papers · 2018–2024 · 11 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (6) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (11) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (14) 🐝 Cross-Pollinator (5) 🧭 Keyword Pioneer 🀝 Dynamic Duo (35) πŸ† Keyword Champion (4) πŸ† Grand Slam πŸ‘₯ Mega-Team (43) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (14) 🧬 Topic Evolution ⚑ Prolific Year (8) πŸ“ˆ Trend Setter πŸ’Ž Century Club (44) πŸ”₯ Unstoppable (7) πŸ—ƒοΈ Keyword Collector (143) πŸš€ Conference Pioneer

Conferences

ACL (17) INTERSPEECH (8) IJCNLP (7) EMNLP (5) AAAI (1) AACL (1) COLING (1) ICLR (1) ICML (1) NAACL (1) NIPS (1)

Top co-authors

Juan Pino (35) Jiatao Gu (18) Yun Tang (13) Ann Lee (10) Hongyu Gong (10) Wei-Ning Hsu (9) Peng-Jen Chen (8) Xutai Ma (8) Xian Li (7) Michael Auli (6)

Keywords

speech translation (18) transfer learning (9) speech recognition (8) speech-to-speech translation (8) machine translation (7) self-supervised learning (7) multilingual translation (6) low-resource language (6) multilingual model (5) simultaneous translation (5) neural machine translation (4) speech synthesis (4) automatic speech recognition (4) discrete representation (3) knowledge distillation (3) representation learning (3) self-supervised pre-training (3) semi-supervised learning (3) text generation (3) text summarization (3)

Papers

XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception ACL 2024
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations ACL 2023
Speech-to-Speech Translation for a Real-world Unwritten Language ACL 2023
UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units ACL 2023
Pre-training for Speech Translation: CTC Meets Optimal Transport ICML 2023
MuAViC: A Multilingual Audio-Visual Corpus for Robust Speech Recognition and Robust Speech-to-Text Translation INTERSPEECH 2023
Simple and Effective Unsupervised Speech Translation ACL 2023
Introducing Semantics into Speech Encoders ACL 2023
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale INTERSPEECH 2022
Textless Speech-to-Speech Translation on Real Data NAACL 2022
Findings of the IWSLT 2022 Evaluation Campaign ACL 2022
Unified Speech-Text Pre-training for Speech Translation and Recognition ACL 2022
From Start to Finish: Latency Reduction Strategies for Incremental Speech Synthesis in Simultaneous Speech-to-Speech Translation INTERSPEECH 2022
Direct Speech-to-Speech Translation With Discrete Units ACL 2022
Contrastive Clustering to Mine Pseudo Parallel Data for Unsupervised Translation ICLR 2022
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation INTERSPEECH 2022
CoVoST 2 and Massively Multilingual Speech Translation INTERSPEECH 2021
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models ACL 2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation ACL 2021
Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task ACL 2021
Lightweight Adapter Tuning for Multilingual Speech Translation ACL 2021
FINDINGS OF THE IWSLT 2021 EVALUATION CAMPAIGN ACL 2021
FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task ACL 2021
fairseq Sˆ2: A Scalable and Integrable Speech Synthesis Toolkit EMNLP 2021
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models IJCNLP 2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation IJCNLP 2021
Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task IJCNLP 2021
Lightweight Adapter Tuning for Multilingual Speech Translation IJCNLP 2021
FINDINGS OF THE IWSLT 2021 EVALUATION CAMPAIGN IJCNLP 2021
FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task IJCNLP 2021
Large-Scale Self- and Semi-Supervised Learning for Speech Translation INTERSPEECH 2021
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation COLING 2020
FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN ACL 2020
Self-Supervised Representations Improve End-to-End Speech Translation INTERSPEECH 2020
SIMULEVAL: An Evaluation Toolkit for Simultaneous Translation EMNLP 2020
Facebook AI’s WMT20 News Translation Task Submission EMNLP 2020
Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation INTERSPEECH 2020
Neural Machine Translation with Byte-Level Subwords AAAI 2020
Fairseq S2T: Fast Speech-to-Text Modeling with Fairseq AACL 2020
Levenshtein Transformer NIPS 2019
VizSeq: a visual analysis toolkit for text generation tasks EMNLP 2019
VizSeq: a visual analysis toolkit for text generation tasks IJCNLP 2019
Code-Switched Named Entity Recognition with Embedding Attention ACL 2018
Dynamic Meta-Embeddings for Improved Sentence Representations EMNLP 2018