Siqi Zheng
20 papers · 2019–2025 · 6 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
Jump to papers ↓+6 more ↓ Show less ↑
π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (41)
π€
Dynamic Duo
(13)
ποΈ
Keyword Collector
(110)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(15)
Deep Learning
(12)
Artificial Intelligence
(11)
Speech & Audio
(11)
Core Methods
(11)
Core AI
(10)
Learning Types Β· Machine Learning
(5)
Learning Types Β· Deep Learning
(5)
Recognition
(5)
Analysis
(4)
Synthesis
(4)
Computer Vision
(3)
Natural Language Processing
(3)
Application Areas
(3)
Models
(3)
Keywords
speaker verification
(7)
speaker diarization
(4)
speech processing
(3)
neural network
(3)
multimodal learning
(3)
multi-party meeting
(3)
language model
(2)
large language model
(2)
feature fusion
(2)
attention pooling
(2)
cross-modal alignment
(2)
speech synthesis
(1)
transfer learning
(1)
in-context learning
(1)
data augmentation
(1)
self-attention mechanism
(1)
zero-shot learning
(1)
attention mechanism
(1)
efficient computing
(1)
self-supervised learning
(1)
Papers
ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control
ACL 2025
Integrating Audio, Visual, and Semantic Information for Enhanced Multimodal Speaker Diarization on Multi-party Conversation
ACL 2025
OmniFlatten: An End-to-end GPT Model for Seamless Voice Conversation
ACL 2025
OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup
ICLR 2025
Speech Recognition Meets Large Language Model: Benchmarking, Models, and Exploration
AAAI 2025
WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling
ICLR 2025
ERes2NetV2: Boosting Short-Duration Speaker Verification Performance with Computational Efficiency
Interspeech 2024
Extending Multi-modal Contrastive Representations
NeurIPS 2024
An Enhanced Res2Net with Local and Global Feature Fusion for Speaker Verification
Interspeech 2023
CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking
Interspeech 2023
Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings
EMNLP 2023
DopplerBAS: Binaural Audio Synthesis Addressing Doppler Effect
ACL 2023
Exploring Speaker-Related Information in Spoken Language Understanding for Better Speaker Diarization
ACL 2023
PoNet: Pooling Network for Efficient Token Mixing in Long Sequences
ICLR 2022
PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification
Interspeech 2022
Speaker Overlap-aware Neural Diarization for Multi-party Meeting Analysis
EMNLP 2022
Investigation of Spatial-Acoustic Features for Overlapping Speech Detection in Multiparty Meetings
Interspeech 2021
Phonetically-Aware Coupled Network For Short Duration Text-Independent Speaker Verification
Interspeech 2020
Autoencoder-Based Semi-Supervised Curriculum Learning for Out-of-Domain Speaker Verification
Interspeech 2019
Towards a Fault-Tolerant Speaker Verification System: A Regularization Approach to Reduce the Condition Number
Interspeech 2019