Yu-An Chung

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

Achievements

+10 more ↓

🌍 Conference Polyglot (6) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (7)

🌍 Conference Polyglot (6) 🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) 🧬 Topic Evolution 🔥 Unstoppable (6) 💎 Century Club (14) 🚀 Conference Pioneer 📈 Trend Setter 🗃️ 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