← Authors

Yu-An Chung

14 papers · 2016–2023 · 6 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (5) 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (28) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (7) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) 🧬 Topic Evolution πŸ”₯ Unstoppable (6) πŸ’Ž Century Club (14) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (65)

Conferences

INTERSPEECH (6) ACL (3) NAACL (2) AAAI (1) IJCAI (1) NIPS (1)

Top co-authors

James Glass (9) Hung-yi Lee (2) Peng-Jen Chen (2) Hao Tang (2) Juan Pino (2) Sravya Popuri (2) Ann Lee (2) Yuan Gong (2) Wei-Ning Hsu (2) Changhan Wang (2)

Keywords

unsupervised learning (4) self-supervised learning (4) audio classification (2) speech-to-speech translation (2) predictive coding (2) representation learning (2) audio spectrogram transformer (2) speech representation (2) spectrogram transformer (2) speech recognition (2) autoregressive model (2) adversarial training (1) speech processing (1) spoken language understanding (1) question answering (1) attention mechanism (1) cross-lingual transfer (1) speech classification (1) embedding space (1) vector quantization (1)

Papers

UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units ACL 2023
Speech-to-Speech Translation for a Real-world Unwritten Language ACL 2023
SSAST: Self-Supervised Audio Spectrogram Transformer AAAI 2022
Non-Autoregressive Predictive Coding for Learning Speech Representations from Local Dependencies INTERSPEECH 2021
AST: Audio Spectrogram Transformer INTERSPEECH 2021
SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding NAACL 2021
Vector-Quantized Autoregressive Predictive Coding INTERSPEECH 2020
Improved Speech Representations with Multi-Target Autoregressive Predictive Coding ACL 2020
An Unsupervised Autoregressive Model for Speech Representation Learning INTERSPEECH 2019
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech INTERSPEECH 2018
Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces NIPS 2018
Supervised and Unsupervised Transfer Learning for Question Answering NAACL 2018
Cost-Aware Pre-Training for Multiclass Cost-Sensitive Deep Learning IJCAI 2016
Audio Word2Vec: Unsupervised Learning of Audio Segment Representations Using Sequence-to-Sequence Autoencoder INTERSPEECH 2016