Heyang Liu
6 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Renaissance Researcher (5)
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Research topics
Artificial Intelligence
(3)
Natural Language Processing
(3)
Speech & Audio
(3)
Core AI
(3)
Machine Learning
(2)
Recognition
(2)
Resources & Methods
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Applications
(1)
Architectures
(1)
Learning Types
(1)
Optimization & Theory
(1)
Research
(1)
Keywords
large language model
(3)
speech recognition
(2)
speech generation
(2)
benchmark evaluation
(2)
video understanding
(1)
brain-computer interface
(1)
multimodal dataset
(1)
next-token prediction
(1)
multimodal large language model
(1)
inference speed
(1)
word error rate
(1)
multi-token prediction
(1)
end-to-end speech recognition
(1)
speech quality
(1)
voice assistant
(1)
brain signal decoding
(1)
speech neuroprosthesis
(1)
end-to-end decoding
(1)
two-stage training
(1)
rare word recognition
(1)
Papers
SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant
Interspeech 2025
VocalNet: Speech LLMs with Multi-Token Prediction for Faster and High-Quality Generation
EMNLP 2025
M3AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset
ACL 2024
MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception
ACL 2024
Post-decoder Biasing for End-to-End Speech Recognition of Multi-turn Medical Interview
COLING 2024
Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models
Interspeech 2024