Cover Image for Bay Area Frontier Research Club #20 | Voice AI: Models, Evals & Real-Time Interaction (Dinner + Paper Discussion)
Cover Image for Bay Area Frontier Research Club #20 | Voice AI: Models, Evals & Real-Time Interaction (Dinner + Paper Discussion)
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Bay Area Frontier Research Club #20 | Voice AI: Models, Evals & Real-Time Interaction (Dinner + Paper Discussion)

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About Event

Voice AI is moving beyond synthetic narration and scripted assistants toward systems that can listen, reason, interrupt, adapt, and respond in real time.

But making a voice sound convincing is only one layer of the research problem.

How should we evaluate voice systems when naturalness, intelligibility, latency, expressiveness, speaker similarity, and task success pull in different directions? How do performance and preference change across languages, accents, domains, and noisy environments? What breaks when a model must handle turn-taking, interruptions, memory, grounding, and safety simultaneously?

This inaugural Voice Research Edition of the Bay Area Frontier Research Club brings together researchers and builders working across:

• Text-to-speech and speech recognition
• Speech-to-speech and full-duplex systems
• Voice agents and real-time interaction
• Audio and multimodal foundation models
• Evals, benchmarks, datasets, and human preference
• Multilingual performance, safety, and enterprise deployment

The evening will feature two concise research presentations followed by an extended technical discussion. The talks provide the substrate; the Q&A is the main event.

This is a research forum. We will focus on methods, assumptions, evaluation design, results, failure modes, and what evidence would change our minds.

Agenda

5:30pm: Doors open
5:30pm – 6:30pm: Networking + light dinner
6:30pm – 8:00pm: Research presentations + discussion
8:00pm – 8:30pm: Networking


Presenters & topics

TBD


Want to present your work?

If you have a research paper you’d like to discuss at one of our next sessions, please submit it for consideration.

Submit your paper here!


Who should attend

• Speech, audio, and multimodal researchers
• Research engineers building TTS, STT, speech-to-speech, or voice-agent systems
• Teams working on voice benchmarks, datasets, infrastructure, and evaluation
• Technical founders and product leaders building in voice AI
• Researchers working on multilingual speech, accessibility, safety, or human-computer interaction
• Investors and ecosystem leaders with an active technical interest in the category

Capacity is limited.

We will take photos and short video clips for event recap and promotion. By attending, you consent to being photographed and recorded, and to the use of those images and clips by the organizers on social media and other event marketing channels.


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Hosted by

THE FRONTIER SYNDICATE

The Frontier Syndicate connects frontier-technology researchers, builders, and investors through curated research forums, build nights, private dinners, and early-stage capital. Its Frontier Research Club is a recurring forum for rigorous technical discussion—built around current work, open questions, and high-signal exchange across the Bay Area research ecosystem.

VOICE ARENA

Voice Arena is building the evals layer for voice AI. Its TTS and STT leaderboards compare leading voice models across languages, use cases, and deployment conditions, giving researchers and builders a clearer view of where the frontier is moving.

Learn more: voicearena.com

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