温正棋

2026

Fake Speech Wild: Detecting Deepfake Speech on Social Media Platform

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2026

HUNT: Detecting Hallucinations via Multi-Layer Discriminative Representations in Large Language Models

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2026

Efficient Audio Transformer and AASIST for Environment Sound Deepfake Detection in the ESDD 2026 Challenge

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2026

P2Mark: Plug-and-play parameter-level watermarking for neural speech generation

Artificial Intelligence

DOI

2025

M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker Extraction

International Joint Conference on Artificial Intelligence

DOI

2025

A Domain Adaptation Framework By Aligning the Inverse Gram Matrices for Cross-Subject Motor Imagery Classification

IEEE transactions on consumer electronics

DOI

2025

SpeechPalette: A Comprehensive Speech Editing Method for Text-Based Speech Editing, One-Shot TTS and Attributes Editing

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

Code-switching Mediated Sentence-level Semantic Learning

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

DashFusion: Dual-Stream Alignment With Hierarchical Bottleneck Fusion for Multimodal Sentiment Analysis

IEEE Transactions on Neural Networks and Learning Systems

DOI

2025

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection

IEEE Transactions on Audio Speech and Language Processing

DOI

2025

MDPE: A Multimodal Deception Dataset with Personality and Emotional Characteristics

ACM International Conference on Multimedia (ACM MM)

DOI

2025

ALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection

ACM International Conference on Multimedia (ACM MM)

DOI

2025

Mixture of Experts Fusion for Fake Audio Detection Using Frozen wav2vec 2.0

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2025

DPI-TTS: Directional Patch Interaction for Fast-Converging and Style Temporal Modeling in Text-to-Speech

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2025

MTPareto: A MultiModal Targeted Pareto Framework for Fake News Detection

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2025

DetailTTS: Learning Residual Detail Information for Zero-shot Text-to-speech

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2025

VQ-CTAP: Cross-Modal Fine-Grained Sequence Representation Learning for Speech Processing

IEEE Transactions on Audio Speech and Language Processing

DOI

2025

RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing

DOI

2025

The Codecfake Dataset and Countermeasures for the Universally Detection of Deepfake Audio

IEEE Transactions on Audio Speech and Language Processing

DOI

2024

Exploring the Role of Audio in Multimodal Misinformation Detection

DOI

2024

ICAGC 2024: Inspirational and Convincing Audio Generation Challenge 2024

DOI

2024

Does Current Deepfake Audio Detection Model Effectively Detect ALM-Based Deepfake Audio?

DOI

2024

Transferring Personality Knowledge to Multimodal Sentiment Analysis

DOI

2024

EELE: Exploring Efficient and Extensible LoRA Integration in Emotional Text-to-Speech

DOI

2024

A Noval Feature via Color Quantisation for Fake Audio Detection

DOI

2024

Temporal Shift for Personality Recognition with Pre-Trained Representations

DOI

2024

Unlocking the Power of Emotions: Enhancing Personality Trait Recognition Through Utilization of Emotional Cues

DOI

2019

一种基于卷积神经网络的端到端语音分离方法

《信号处理》

DOI

2018

基于静音时长和文本特征融合的韵律边界自动标注

《清华大学学报(自然科学版)》

DOI

2018

基于迁移学习的噪声鲁棒语音识别声学建模

《清华大学学报(自然科学版)》

2018

深浅层特征及模型融合的说话人识别

《声学学报》

2018

基于内容和声学特征层级融合的自动韵律边界标注

《中国语音学报》

2017

基于迁移学习的鲁棒语音识别声学建模方法

《第十四届全国人机语音通讯学术会议》

2017

基于注意力的端到端韵律结构和重音联合预测方法

《第十四届全国人机语音通讯学术会议（NCMMSC’2017）论文集》

2017

Multi-task learning in Prediction and Correction for Low Resource Speech Recognition

《第十四届全国人机语音通讯学术会议》

2017

Acoustic Model Compression with Knowledge Transfer

《第十四届全国人机语音通讯学术会议》

2016

An Initial Research:Towards Accurate Pitch Extraction for Speech Synthesis Based on BLSTM

2016 IEEE 13th International Conference on Signal Processing Proceedings（ICSP2016）

2015

基于自适应训练的疑问句语音合成

《第十三届全国人机语音通讯学术会议(NCMMSC2015)论文集》

2012

Pitch-Scaled Spectrum based Excitation Model for HMM-based Speech Synthesis

2012 IEEE 11th International Conference on Signal Processing(ICSP 2012)

2026

Spark: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning

arXiv preprint

2026

Exploring Knowledge Purification in Multi-Teacher Knowledge Distillation for LLMs

arXiv preprint

2026

Calibration-Aware Policy Optimization for Reasoning LLMs

arXiv preprint

2026

OPID: On-Policy Skill Distillation for Agentic Reinforcement Learning

arXiv preprint

2026

MIDAS: Mutual Information Disentanglement with Uncertainty-Aware Fusion for Incomplete Multimodal Sentiment Analysis

arXiv preprint

2026

Maestro: Reinforcement Learning to Orchestrate Hierarchical Model-Skill Ensembles

arXiv preprint

2026

OV-InstructTTS: Towards Open-Vocabulary Instruct Text-to-Speech

arXiv preprint

2026

TACO: Tool-Augmented Credit Optimization for Agentic Tool Use

arXiv preprint

2026

Decoupled Visual Processing: Efficient Multimodal Adaptation via Modality-Specific Transformer Substitution

arXiv preprint

2026

Edit Content, Preserve Acoustics: Imperceptible Text-Based Speech Editing via Self-Consistency Rewards

arXiv preprint

2026

Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning

arXiv preprint

2026

SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning

arXiv preprint

2025

PSA-MF: Personality-Sentiment Aligned Multi-Level Fusion for Multimodal Sentiment Analysis

arXiv (Cornell University)

DOI

2025

DReSS: Data-driven Regularized Structured Streamlining for Large Language Models

arXiv (Cornell University)

DOI

2025

Deconfounded Reasoning for Multimodal Fake News Detection via Causal Intervention

arXiv preprint

2025

Exploring Modality Disruption in Multimodal Fake News Detection

arXiv preprint

2025

M3-TTS: Multi-modal DiT Alignment & Mel-latent for Zero-shot High-fidelity Speech Synthesis

arXiv preprint

2025

SecoustiCodec: Cross-Modal Aligned Streaming Single-Codecbook Speech Codec

arXiv preprint

2025

Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set Condition

arXiv preprint

2025

TemplateRL: Structured Template-Guided Reinforcement Learning for LLM Reasoning

arXiv preprint

2025

Two-Stage Regularization-Based Structured Pruning for LLMs

arXiv preprint

2025

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning

arXiv preprint

2025

Deep Learning Approaches for Multimodal Intent Recognition: A Survey

arXiv preprint

2025

AStar: Boosting Multimodal Reasoning with Automated Structured Thinking

arXiv preprint

2024

Text Prompt is Not Enough: Sound Event Enhanced Prompt Adapter for Target Style Audio Generation

arXiv (Cornell University)

DOI

2024

ASRRL-TTS: Agile Speaker Representation Reinforcement Learning for Text-to-Speech Speaker Adaptation

arXiv preprint

2024

Codecfake: An Initial Dataset for Detecting LLM-based Deepfake Audio

arXiv preprint

2024

Temporal Variability and Multi-Viewed Self-Supervised Representations to Tackle the ASVspoof5 Deepfake Challenge

arXiv preprint

2024

TraceableSpeech: Towards Proactively Traceable Text-to-Speech with Watermarking

arXiv preprint

2024

Fake News Detection and Manipulation Reasoning via Large Vision-Language Models

arXiv preprint

2024

Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy

arXiv preprint

2024

MINT: a Multi-modal Image and Narrative Text Dubbing Dataset for Foley Audio Content Planning and Generation

arXiv preprint

2024

PPPR: Portable Plug-in Prompt Refiner for Text to Audio Generation

arXiv preprint

2024

Generalized Fake Audio Detection via Deep Stable Learning

arXiv preprint

2024

Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake Audio Detection

arXiv preprint

2024

Mel-Refine: A Plug-and-Play Approach to Refine Mel-Spectrogram in Audio Generation

arXiv preprint

2023

Dual-Branch Knowledge Distillation for Noise-Robust Synthetic Speech Detection

arXiv preprint

DOI

2023

Residual Speaker Representation for One-Shot Voice Conversion

arXiv preprint

2023

UnifySpeech: A Unified Framework for Zero-shot Text-to-Speech and Voice Conversion

arXiv preprint

2023

ADD 2023: the Second Audio Deepfake Detection Challenge

arXiv preprint

2023

Learning From Yourself: A Self-Distillation Method for Fake Speech Detection

arXiv preprint

2022

Singing-Tacotron: Global duration control attention and dynamic filter for End-to-end singing voice synthesis

arXiv preprint

2022

Audio Deepfake Detection Based on a Combination of F0 Information and Real Plus Imaginary Spectrogram Features

arXiv preprint

DOI

2022

Text Enhancement for Paragraph Processing in End-to-End Code-switching TTS

arXiv preprint

2022

NeuralDPS: Neural Deterministic Plus Stochastic Model with Multiband Excitation for Noise-Controllable Waveform Generation

arXiv preprint

DOI

2022

Emotion Selectable End-to-End Text-based Speech Editing

arXiv preprint

2022

ADD 2022: the First Audio Deep Synthesis Detection Challenge

arXiv preprint

2022

CampNet: Context-Aware Mask Prediction for End-to-End Text-Based Speech Editing

arXiv preprint

2021

FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization

arXiv preprint

2021

Fast End-to-End Speech Recognition via Non-Autoregressive Models and Cross-Modal Knowledge Transferring from BERT

arXiv preprint

2021

TSNAT: Two-Step Non-Autoregressvie Transformer Models for Speech Recognition

arXiv preprint

DOI

2020

Gated Recurrent Fusion with Joint Training Framework for Robust End-to-End Speech Recognition

arXiv preprint

2020

Spike-Triggered Non-Autoregressive Transformer for End-to-End Speech Recognition

arXiv preprint

2020

One In A Hundred: Select The Best Predicted Sequence from Numerous Candidates for Streaming Speech Recognition

arXiv preprint

2020

Deep Attention Fusion Feature for Speech Separation with End-to-End Post-filter Method

arXiv preprint

2020

Simultaneous Denoising and Dereverberation Using Deep Embedding Features

arXiv preprint

2020

Spatial and spectral deep attention fusion for multi-channel speech separation using deep embedding features

arXiv preprint

2020

Decoupling Pronunciation and Language for End-to-end Code-switching Automatic Speech Recognition

arXiv preprint

2020

Listen Attentively, and Spell Once: Whole Sentence Generation via a Non-Autoregressive Architecture for Low-Latency Speech Recognition

arXiv preprint

2020

Deep Time Delay Neural Network for Speech Enhancement with Full Data Learning

arXiv preprint

2019

Self-Attention Transducers for End-to-End Speech Recognition

arXiv preprint

DOI

2019

Towards Fine-Grained Prosody Control for Voice Conversion

arXiv preprint

2019

Learn Spelling from Teachers: Transferring Knowledge from Language Models to Sequence-to-Sequence Speech Recognition

arXiv preprint

2019

Forward-Backward Decoding for Regularizing End-to-End TTS

arXiv preprint

2019

Integrating Knowledge into End-to-End Speech Recognition from External Text-Only Data

arXiv preprint

2019

Synchronous Transformers for End-to-End Speech Recognition

arXiv preprint

2019

Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features

arXiv preprint

2018

Distilling Knowledge Using Parallel Data for Far-field Speech Recognition

arXiv preprint

2016

Audio Visual Emotion Recognition with Temporal Alignment and Perception Attention

arXiv preprint