Spoken Dialogue Systems

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

3 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

26 shown of 26 papers with code (254 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Plato Dialogue System: A Flexible Conversational AI Research Platform
  17 Jan 2020 4 repositories listed
  Plato has been designed to be easy to understand and debug and is agnostic to the underlying learning frameworks that train each component.
• Slot-Gated Modeling for Joint Slot Filling and Intent Prediction
  1 Jun 2018 2 repositories listed
  Attention-based recurrent neural network models for joint intent detection and slot filling have achieved the state-of-the-art performance, while they have independent attention weights.
• Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
  7 Aug 2015 2 repositories listed Syntology ran 7 of 7 samples · 0 unverified · 3 pointer-only (licence)
  Natural language generation (NLG) is a critical component of spoken dialogue and it has a significant impact both on usability and perceived quality.
• WavReward: Spoken Dialogue Models With Generalist Reward Evaluators
  14 May 2025 1 repository listed
  To address this gap, we propose WavReward, a reward feedback model based on audio language models that can evaluate both the IQ and EQ of spoken dialogue systems with speech input.
• Real-Time Textless Dialogue Generation
  8 Jan 2025 1 repository listed
  Recent advancements in large language models (LLMs) have led to significant progress in text-based dialogue systems.
• SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training
  20 Dec 2024 1 repository listed
  Recent advancements highlight the potential of end-to-end real-time spoken dialogue systems, showcasing their low latency and high quality.
• WavChat: A Survey of Spoken Dialogue Models
  15 Nov 2024 1 repository listed
  Recent advancements in spoken dialogue models, exemplified by systems like GPT-4o, have captured significant attention in the speech domain.
• OmniFlatten: An End-to-end GPT Model for Seamless Voice Conversation
  23 Oct 2024 1 repository listed
  However, achieving low latency and natural interactions in full-duplex dialogue systems remains a significant challenge, especially considering human conversation dynamics such as interruptions, backchannels, and…
• SaSLaW: Dialogue Speech Corpus with Audio-visual Egocentric Information Toward Environment-adaptive Dialogue Speech Synthesis
  13 Aug 2024 1 repository listed
  We propose the construction methodology of SaSLaW and display the analysis result of the corpus.
• PSLM: Parallel Generation of Text and Speech with LLMs for Low-Latency Spoken Dialogue Systems
  18 Jun 2024 1 repository listed Syntology ran 3 of 8 samples · 5 unverified
  However, current models face two major challenges in response generation latency: (1) generating a spoken response requires the prior generation of a written response, and (2) speech sequences are significantly longer…
• Towards Joint Modeling of Dialogue Response and Speech Synthesis based on Large Language Model
  20 Sep 2023 1 repository listed
  This paper explores the potential of constructing an AI spoken dialogue system that "thinks how to respond" and "thinks how to speak" simultaneously, which more closely aligns with the human speech production process…
• OLISIA: a Cascade System for Spoken Dialogue State Tracking
  20 Apr 2023 1 repository listed
  Though Dialogue State Tracking (DST) is a core component of spoken dialogue systems, recent work on this task mostly deals with chat corpora, disregarding the discrepancies between spoken and written language.
• When can I Speak? Predicting initiation points for spoken dialogue agents
  7 Aug 2022 1 repository listed Syntology ran 7 of 7 samples · 0 unverified
  Current spoken dialogue systems initiate their turns after a long period of silence (700-1000ms), which leads to little real-time feedback, sluggish responses, and an overall stilted conversational flow.
• EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification
  28 Apr 2022 1 repository listed
  Knowledge-based authentication is crucial for task-oriented spoken dialogue systems that offer personalised and privacy-focused services.
• "How Robust r u?": Evaluating Task-Oriented Dialogue Systems on Spoken Conversations
  28 Sep 2021 1 repository listed
  Most prior work in dialogue modeling has been on written conversations mostly because of existing data sets.
• Modeling ASR Ambiguity for Dialogue State Tracking Using Word Confusion Networks
  3 Feb 2020 1 repository listed
  Spoken dialogue systems typically use a list of top-N ASR hypotheses for inferring the semantic meaning and tracking the state of the dialogue.
• Hierarchical Multi-Task Natural Language Understanding for Cross-domain Conversational AI: HERMIT NLU
  2 Oct 2019 1 repository listed Syntology ran 0 of 3 samples · 3 unverified
  We present a new neural architecture for wide-coverage Natural Language Understanding in Spoken Dialogue Systems.
• A dataset for resolving referring expressions in spoken dialogue via contextual query rewrites (CQR)
  28 Mar 2019 1 repository listed
  In this paper, we describe our methodology for creating the query reformulation extension to the dialog corpus, and present an initial set of experiments to establish a baseline for the CQR task.
• Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems
  20 Dec 2018 1 repository listed
  Cross-domain natural language generation (NLG) is still a difficult task within spoken dialogue modelling.
• Findings of the E2E NLG Challenge
  2 Oct 2018 1 repository listed
  This paper summarises the experimental setup and results of the first shared task on end-to-end (E2E) natural language generation (NLG) in spoken dialogue systems.
• Natural Language Generation by Hierarchical Decoding with Linguistic Patterns
  8 Aug 2018 1 repository listed
  Natural language generation (NLG) is a critical component in spoken dialogue systems.
• How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues
  1 Jun 2018 1 repository listed
  Spoken language understanding (SLU) is an essential component in conversational systems.
• Towards Learning Transferable Conversational Skills using Multi-dimensional Dialogue Modelling
  31 Mar 2018 1 repository listed
  Recent statistical approaches have improved the robustness and scalability of spoken dialogue systems.
• A Context-aware Natural Language Generator for Dialogue Systems
  1 Sep 2016 1 repository listed
• A Context-aware Natural Language Generator for Dialogue Systems
  25 Aug 2016 1 repository listed
  We present a novel natural language generation system for spoken dialogue systems capable of entraining (adapting) to users' way of speaking, providing contextually appropriate responses.
• Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings
  1 Aug 2016 1 repository listed

Syntology lines on 4 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.