mlsanityData to 7 Oct 2026

Estuary: A Framework For Building Multimodal Low-Latency Real-Time Socially Interactive Agents

arXiv 2410.20116 ↗First posted 26 Oct 2024cs.HC cs.AIcited by 2

Not on the map. Why?

Abstract (arXiv)

The rise in capability and ubiquity of generative artificial intelligence (AI) technologies has enabled its application to the field of Socially Interactive Agents (SIAs). Despite rising interest in modern AI-powered components used for real-time SIA research, substantial friction remains due to the absence of a standardized and universal SIA framework. To target this absence, we developed Estuary: a multimodal (text, audio, and soon video) framework which facilitates the development of low-latency, real-time SIAs. Estuary seeks to reduce repeat work between studies and to provide a flexible platform that can be run entirely off-cloud to maximize configurability, controllability, reproducibility of studies, and speed of agent response times. We are able to do this by constructing a robust multimodal framework which incorporates current and future components seamlessly into a modular and interoperable architecture.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 10 of its 22 references that are in the map. First posted on arXiv 26 Oct 2024.

Builds on

10 of 22 references.

References · 10

  1. 2020Language Models are Few-Shot Learnerscited by 32,199
  2. 2022Robust Speech Recognition via Large-Scale Weak Supervisioncited by 3,972
  3. 2023Generative Agents: Interactive Simulacra of Human Behaviorcited by 3,500
  4. 2024Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phonecited by 1,883
  5. 2018OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fieldscited by 1,161
  6. 2023Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debatecited by 995
  7. 2023S3: Social-network Simulation System with Large Language Model-Empowered Agentscited by 228
  8. 2024XTTS: a Massively Multilingual Zero-Shot Text-to-Speech Modelcited by 174
  9. 2023EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activitiescited by 154
  10. 2023Rehearsal: Simulating Conflict to Teach Conflict Resolutioncited by 54

Built on by

Cited by year

Citing papers per year: 2025: 2.

2 papers.