Ziyang Ma
36 papers · 2013–2026 · 10 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (60) π Academic Marathon Β· Half π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Mega-Team Β· Squad
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Dynamic Duo
(27)
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Deep Specialist
(12)
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Renaissance Researcher
(6)
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Prolific Year Β· Prolific
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Conference Pioneer
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Century Club Β· Bronze
ποΈ
Keyword Collector
(170)
Venues
Top co-authors
Research topics
Artificial Intelligence
(21)
Machine Learning
(21)
Core AI
(19)
Deep Learning
(15)
Speech & Audio
(13)
Natural Language Processing
(11)
Application Areas
(8)
Learning Types Β· Deep Learning
(8)
Learning Types Β· Machine Learning
(8)
Generation
(7)
Core Methods
(6)
Recognition
(6)
Architectures
(5)
Models
(5)
Synthesis
(5)
Keywords
large language model
(7)
automatic speech recognition
(5)
self-supervised learning
(4)
speech synthesis
(4)
contrastive learning
(3)
multimodal learning
(3)
music understanding
(2)
speech language model
(2)
audio-language model
(2)
music generation
(2)
low-resource language
(2)
speech emotion recognition
(2)
zero-shot learning
(2)
end-to-end model
(2)
image reconstruction
(2)
representation learning
(2)
flow matching
(2)
speech representation
(2)
uncertainty quantification
(1)
curriculum learning
(1)
Papers
Evaluating the Expressive Appropriateness of Speech in Rich Contexts
ACL 2026
FineLAP: Taming Heterogeneous Supervision for Fine-grained Language-Audio Pretraining
ACL 2026
Ghost in the Transformer: Detecting Model Reuse with Invariant Spectral Signatures
AAAI 2026
SAC: Neural Speech Codec with Semantic-Acoustic Dual-Stream Quantization
ACL 2026
Towards Fine-Grained and Multi-Granular Contrastive Language-Speech Pre-training
ACL 2026
Accelerating Flow-Matching-Based Text-to-Speech via Empirically Pruned Step Sampling
Interspeech 2025
CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models
EMNLP 2025
ELLA-V: Stable Neural Codec Language Modeling with Alignment-Guided Sequence Reordering
AAAI 2025
Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation
EMNLP 2025
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
ACL 2025
GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement
ACL 2025
Language Model Can Listen While Speaking
AAAI 2025
Large Language Models Have Intrinsic Meta-Cognition, but Need a Good Lens
EMNLP 2025
Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning
ACL 2025
MuPT: A Generative Symbolic Music Pretrained Transformer
ICLR 2025
SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training
ACL 2025
Speech Recognition Meets Large Language Model: Benchmarking, Models, and Exploration
AAAI 2025
Towards Reliable Large Audio Language Model
ACL 2025
URO-Bench: Towards Comprehensive Evaluation for End-to-End Spoken Dialogue Models
EMNLP 2025
VQTalker: Towards Multilingual Talking Avatars Through Facial Motion Tokenization
AAAI 2025
BAT: Learning to Reason about Spatial Sounds with Large Language Models
ICML 2024
ChatMusician: Understanding and Generating Music Intrinsically with LLM
ACL 2024
EAT: Self-Supervised Pre-Training with Efficient Audio Transformer
IJCAI 2024
EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark
Interspeech 2024
emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation
ACL 2024
LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR
Interspeech 2024
MaLa-ASR: Multimedia-Assisted LLM-Based ASR
Interspeech 2024
Source-free Domain Adaptation for Aspect-based Sentiment Analysis
COLING 2024
TacoLM: GaTed Attention Equipped Codec Language Model are Efficient Zero-Shot Text to Speech Synthesizers
Interspeech 2024
Improving Code-Switching and Name Entity Recognition in ASR with Speech Editing based Data Augmentation
Interspeech 2023
MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets
Interspeech 2023
Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation
Interspeech 2023
Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition
Interspeech 2023
Handling Motion Blur in Multi-Frame Super-Resolution
CVPR 2015
Video Super-Resolution via Deep Draft-Ensemble Learning
ICCV 2015
Constant Time Weighted Median Filtering for Stereo Matching and Beyond
ICCV 2013