Peng-Jen Chen
14 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (28) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Silver
🧬
Topic Evolution
🏆
Keyword Champion
(2)
🔥
Unstoppable · Bronze
🗃️
Keyword Collector
(50)
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(11)
Learning Types · Machine Learning
(9)
Deep Learning
(8)
Speech & Audio
(7)
Natural Language Processing
(6)
Applications
(6)
Synthesis
(6)
Application Areas
(5)
Recognition
(5)
Artificial Intelligence
(4)
Architectures
(4)
Core AI
(3)
Learning Types · Deep Learning
(3)
Core Methods
(2)
Resources & Methods
(2)
Keywords
speech-to-speech translation
(6)
machine translation
(5)
low-resource language
(4)
self-supervised learning
(4)
speech synthesis
(4)
discrete representation
(3)
domain adaptation
(3)
self-supervised pretraining
(3)
neural machine translation
(2)
data augmentation
(2)
discrete unit
(2)
speech encoder
(2)
end-to-end training
(1)
pre-trained model
(1)
benchmark dataset
(1)
multilingual model
(1)
autoregressive model
(1)
low-resource setting
(1)
sequence-to-sequence model
(1)
end-to-end translation
(1)
Papers
Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation
ACL 2024
Simple and Effective Unsupervised Speech Translation
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
Direct Speech-to-Speech Translation With Discrete Units
ACL 2022
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation
Interspeech 2022
Textless Speech-to-Speech Translation on Real Data
NAACL 2022
fairseq Sˆ2: A Scalable and Integrable Speech Synthesis Toolkit
EMNLP 2021
Multilingual Translation from Denoising Pre-Training
ACL 2021
The Source-Target Domain Mismatch Problem in Machine Translation
EACL 2021
Facebook AI’s WMT20 News Translation Task Submission
EMNLP 2020
Findings of the WMT 2020 Shared Task on Parallel Corpus Filtering and Alignment
EMNLP 2020
Facebook AI’s WAT19 Myanmar-English Translation Task Submission
EMNLP 2019
The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–English
EMNLP 2019