09 · 2024–

LLM / spoken dialogue

The model is not reading a script. It is talking, with tools, interruptions, and a voice that is part of the language model.

Playable examples

Sky’s story clip from OpenAI’s 2023 announcement. Hume’s sarcasm read is Octave performing a script. Sesame’s conversation clip is CSM, not a vocoder reciting.

GPT-4o Audio (2024) and the later Realtime line, including GPT-Realtime-2 in 2026, generate speech as a native modality. You can still force them to recite, but that is not what they are for. Sky, in the 2023 announcement clips, is already closer to a performer than to a vocoder.

Moshi (Kyutai) is full-duplex: it listens and speaks on overlapping streams. Sesame’s CSM is a conversational speech model with open 1B weights. Dia generates multi-speaker scripts in one pass. ChatTTS aims at fillers and chat cadence. Hume Octave reads for meaning and shifts tone without tags. Amazon Nova Sonic and Gemini Live sit on the same side of the line.

Gemini 3.1 Flash TTS (April 2026) is a useful counterexample: a Gemini-native recitation model with 200+ audio tags and no streaming. It is an LLM that still knows it is reading. The live-agent path at Google is a different API.

On this plate

Sky’s story clip from OpenAI’s 2023 announcement. Hume’s sarcasm read is Octave performing a script. Sesame’s conversation clip is CSM, not a vocoder reciting.

OpenAI2024

GPT-4o Audio

Spoken dialoguecommercialstreamemotionvendor demo

End-to-end spoken dialogue, not a vocoder bolted onto a chatbot.

Sesame2025

Sesame CSM

Spoken dialogueopenclonestreamemotionvendor demo

The ‘this doesn’t sound like TTS’ conversational demo.

Hume AI2024

Hume Octave 2

Spoken dialoguecommercialclonestreamemotionvendor demo

Emotion as a first-class modelling target, not a slider.

Microsoft2025

VibeVoice

Spoken dialogueresearchcloneemotionvendor demo

Context length as the product.

Kyutai2024

Kyutai Moshi

Spoken dialogueopenstreamemotionno clip

Overlapping conversation, not turn-taking TTS.

PlateOfficial

All approaches

Kokoro 82M · af_heart