Full-Duplex Interaction in Spoken Dialogue Systems: A Comprehensive Study from the ICASSP 2026 HumDial Challenge
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Chengyou, Xue, Hongfei, Li, Guojian, Zhao, Zhixian, Wang, Shuiyuan, Wang, Shuai, Xu, Xin, Bu, Hui, Xie, Lei |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The ICASSP 2026 HumDial Challenge: Benchmarking Human-like Spoken Dialogue Systems in the LLM Era
by: Zhao, Zhixian, et al.
Published: (2026)
by: Zhao, Zhixian, et al.
Published: (2026)
HumDial-EIBench: A Human-Recorded Multi-Turn Emotional Intelligence Benchmark for Audio Language Models
by: Wang, Shuiyuan, et al.
Published: (2026)
by: Wang, Shuiyuan, et al.
Published: (2026)
The ICASSP 2026 Automatic Song Aesthetics Evaluation Challenge
by: Ma, Guobin, et al.
Published: (2026)
by: Ma, Guobin, et al.
Published: (2026)
LLM-Enhanced Dialogue Management for Full-Duplex Spoken Dialogue Systems
by: Zhang, Hao, et al.
Published: (2025)
by: Zhang, Hao, et al.
Published: (2025)
ICASSP 2026 URGENT Speech Enhancement Challenge
by: Li, Chenda, et al.
Published: (2026)
by: Li, Chenda, et al.
Published: (2026)
FD-Bench: A Full-Duplex Benchmarking Pipeline Designed for Full Duplex Spoken Dialogue Systems
by: Peng, Yizhou, et al.
Published: (2025)
by: Peng, Yizhou, et al.
Published: (2025)
Serial-Parallel Dual-Path Architecture for Speaking Style Recognition
by: Li, Guojian, et al.
Published: (2025)
by: Li, Guojian, et al.
Published: (2025)
Full-Duplex-Bench: A Benchmark to Evaluate Full-duplex Spoken Dialogue Models on Turn-taking Capabilities
by: Lin, Guan-Ting, et al.
Published: (2025)
by: Lin, Guan-Ting, et al.
Published: (2025)
How Should LLMs Listen While Speaking? A Study of User-Stream Routing in Full-Duplex Spoken Dialogue
by: Lu, Hui, et al.
Published: (2026)
by: Lu, Hui, et al.
Published: (2026)
DuplexSLA: A Full-Duplex Spoken Language Model with Synchronized Speech, Language, and Action
by: Zhang, Haoyang, et al.
Published: (2026)
by: Zhang, Haoyang, et al.
Published: (2026)
Chain-of-Thought Reasoning in Streaming Full-Duplex End-to-End Spoken Dialogue Systems
by: Arora, Siddhant, et al.
Published: (2025)
by: Arora, Siddhant, et al.
Published: (2025)
E-chat: Emotion-sensitive Spoken Dialogue System with Large Language Models
by: Xue, Hongfei, et al.
Published: (2023)
by: Xue, Hongfei, et al.
Published: (2023)
FastTurn: Unifying Acoustic and Streaming Semantic Cues for Low-Latency and Robust Turn Detection
by: Wang, Chengyou, et al.
Published: (2026)
by: Wang, Chengyou, et al.
Published: (2026)
From Turn-Taking to Synchronous Dialogue: A Survey of Full-Duplex Spoken Language Models
by: Chen, Yuxuan, et al.
Published: (2025)
by: Chen, Yuxuan, et al.
Published: (2025)
DialogueSidon: Recovering Full-Duplex Dialogue Tracks from In-the-Wild Dialogue Audio
by: Nakata, Wataru, et al.
Published: (2026)
by: Nakata, Wataru, et al.
Published: (2026)
ICMC-ASR: The ICASSP 2024 In-Car Multi-Channel Automatic Speech Recognition Challenge
by: Wang, He, et al.
Published: (2024)
by: Wang, He, et al.
Published: (2024)
Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner
by: Lin, Guan-Ting, et al.
Published: (2025)
by: Lin, Guan-Ting, et al.
Published: (2025)
Full-Duplex-Bench v1.5: Evaluating Overlap Handling for Full-Duplex Speech Models
by: Lin, Guan-Ting, et al.
Published: (2025)
by: Lin, Guan-Ting, et al.
Published: (2025)
The ICASSP 2024 Audio Deep Packet Loss Concealment Challenge
by: Diener, Lorenz, et al.
Published: (2024)
by: Diener, Lorenz, et al.
Published: (2024)
Towards a Japanese Full-duplex Spoken Dialogue System
by: Ohashi, Atsumoto, et al.
Published: (2025)
by: Ohashi, Atsumoto, et al.
Published: (2025)
Phoenix-VAD: Streaming Semantic Endpoint Detection for Full-Duplex Speech Interaction
by: Wu, Weijie, et al.
Published: (2025)
by: Wu, Weijie, et al.
Published: (2025)
Steering Language Model to Stable Speech Emotion Recognition via Contextual Perception and Chain of Thought
by: Zhao, Zhixian, et al.
Published: (2025)
by: Zhao, Zhixian, et al.
Published: (2025)
URO-Bench: Towards Comprehensive Evaluation for End-to-End Spoken Dialogue Models
by: Yan, Ruiqi, et al.
Published: (2025)
by: Yan, Ruiqi, et al.
Published: (2025)
TurnGuide: Enhancing Meaningful Full Duplex Spoken Interactions via Dynamic Turn-Level Text-Speech Interleaving
by: Cui, Wenqian, et al.
Published: (2025)
by: Cui, Wenqian, et al.
Published: (2025)
MSU-Bench: Towards Understanding the Conversational Multi-talker Scenarios
by: Wang, Shuai, et al.
Published: (2025)
by: Wang, Shuai, et al.
Published: (2025)
DialoSpeech: Dual-Speaker Dialogue Generation with LLM and Flow Matching
by: Xie, Hanke, et al.
Published: (2025)
by: Xie, Hanke, et al.
Published: (2025)
Proactive for Uncertainty: Cause-Aware Error Diagnosis and Interactive Clarification for Spoken Dialogue Systems
by: Peng, Yizhou, et al.
Published: (2026)
by: Peng, Yizhou, et al.
Published: (2026)
MMedFD: A Real-world Healthcare Benchmark for Multi-turn Full-Duplex Automatic Speech Recognition
by: Chen, Hongzhao, et al.
Published: (2025)
by: Chen, Hongzhao, et al.
Published: (2025)
WenetSpeech-Wu: Datasets, Benchmarks, and Models for a Unified Chinese Wu Dialect Speech Processing Ecosystem
by: Wang, Chengyou, et al.
Published: (2026)
by: Wang, Chengyou, et al.
Published: (2026)
Leveraging Chain of Thought towards Empathetic Spoken Dialogue without Corresponding Question-Answering Data
by: Xie, Jingran, et al.
Published: (2025)
by: Xie, Jingran, et al.
Published: (2025)
SoulX-Duplug: Plug-and-Play Streaming State Prediction Module for Realtime Full-Duplex Speech Conversation
by: Yan, Ruiqi, et al.
Published: (2026)
by: Yan, Ruiqi, et al.
Published: (2026)
Privacy-Preserving End-to-End Full-Duplex Speech Dialogue Models
by: Kuzmin, Nikita, et al.
Published: (2026)
by: Kuzmin, Nikita, et al.
Published: (2026)
KS-Net: Multi-band joint speech restoration and enhancement network for 2024 ICASSP SSI Challenge
by: Yu, Guochen, et al.
Published: (2024)
by: Yu, Guochen, et al.
Published: (2024)
Semantic-Aware Interruption Detection in Spoken Dialogue Systems: Benchmark, Metric, and Model
by: Xia, Kangxiang, et al.
Published: (2026)
by: Xia, Kangxiang, et al.
Published: (2026)
AISHELL-5: The First Open-Source In-Car Multi-Channel Multi-Speaker Speech Dataset for Automatic Speech Diarization and Recognition
by: Dai, Yuhang, et al.
Published: (2025)
by: Dai, Yuhang, et al.
Published: (2025)
Findings of the 2024 Mandarin Stuttering Event Detection and Automatic Speech Recognition Challenge
by: Xue, Hongfei, et al.
Published: (2024)
by: Xue, Hongfei, et al.
Published: (2024)
Detecting gamma-band responses to the speech envelope for the ICASSP 2024 Auditory EEG Decoding Signal Processing Grand Challenge
by: Thornton, Mike, et al.
Published: (2024)
by: Thornton, Mike, et al.
Published: (2024)
J-CHAT: Japanese Large-scale Spoken Dialogue Corpus for Spoken Dialogue Language Modeling
by: Nakata, Wataru, et al.
Published: (2024)
by: Nakata, Wataru, et al.
Published: (2024)
The ICASSP SP Cadenza Challenge: Music Demixing/Remixing for Hearing Aids
by: Dabike, Gerardo Roa, et al.
Published: (2023)
by: Dabike, Gerardo Roa, et al.
Published: (2023)
Delayed-KD: Delayed Knowledge Distillation based CTC for Low-Latency Streaming ASR
by: Li, Longhao, et al.
Published: (2025)
by: Li, Longhao, et al.
Published: (2025)
Similar Items
-
The ICASSP 2026 HumDial Challenge: Benchmarking Human-like Spoken Dialogue Systems in the LLM Era
by: Zhao, Zhixian, et al.
Published: (2026) -
HumDial-EIBench: A Human-Recorded Multi-Turn Emotional Intelligence Benchmark for Audio Language Models
by: Wang, Shuiyuan, et al.
Published: (2026) -
The ICASSP 2026 Automatic Song Aesthetics Evaluation Challenge
by: Ma, Guobin, et al.
Published: (2026) -
LLM-Enhanced Dialogue Management for Full-Duplex Spoken Dialogue Systems
by: Zhang, Hao, et al.
Published: (2025) -
ICASSP 2026 URGENT Speech Enhancement Challenge
by: Li, Chenda, et al.
Published: (2026)