Junyi Ao
9 papers · 2022–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird ⚡ Prolific Year · Productive
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Research topics
Deep Learning
(6)
Speech & Audio
(6)
Machine Learning
(5)
Learning Types · Machine Learning
(5)
Recognition
(5)
Architectures
(4)
Learning Types · Deep Learning
(4)
Techniques
(3)
Natural Language Processing
(2)
Applications
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Analysis
(1)
Application Areas
(1)
Core AI
(1)
Keywords
speech translation
(4)
speech recognition
(3)
self-supervised learning
(3)
pre-trained model
(2)
automatic speech recognition
(2)
speech representation
(2)
speech representation learning
(2)
speech synthesis
(1)
multimodal learning
(1)
voice conversion
(1)
speech processing
(1)
cross-modal learning
(1)
dialogue generation
(1)
multi-stage pretraining
(1)
data augmentation
(1)
benchmark dataset
(1)
human-computer interaction
(1)
cross-lingual transfer
(1)
speech enhancement
(1)
efficient computing
(1)
Papers
SA-WavLM: Speaker-Aware Self-Supervised Pre-training for Mixture Speech
Interspeech 2024
SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words
NeurIPS 2024
CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning
Interspeech 2023
Self-Supervised Acoustic Word Embedding Learning via Correspondence Transformer Encoder
Interspeech 2023
LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT
Interspeech 2022
Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data
Interspeech 2022
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing
ACL 2022
SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training
EMNLP 2022
The YiTrans Speech Translation System for IWSLT 2022 Offline Shared Task
ACL 2022