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ElevenLabs V3 Text to Dialogue: Multi-Speaker AI Conversation Now on Cliprise

ElevenLabs V3 Text to Dialogue is now available on Cliprise - generate realistic multi-speaker conversations from structured scripts for podcasts, games, and e-learning.

February 25, 20265 min read

ElevenLabs V3 Text to Dialogue is now live on Cliprise, introducing a fundamentally different audio generation capability to the platform: realistic multi-speaker conversation generation from structured dialogue scripts.

This is not an upgrade to single-speaker TTS. It is a new category of audio production tool.

What Text to Dialogue Does

ElevenLabs V3 Text to Dialogue accepts dialogue scripts with speaker labels and produces a complete conversational audio output - multiple distinct voices, natural turn-taking dynamics, appropriate conversational prosody, and emotional congruence across the full exchange.

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Input format:

Host: Welcome back to the show. Today we're looking at AI video tools.
Guest: Thanks for having me. The space has changed a lot in the past year.
Host: Where do you think the biggest shifts have been?

Output: A complete, natural-sounding conversation between two distinct voices with accurate timing, appropriate pauses, and realistic conversational rhythm.

The model supports up to 6 simultaneous speakers, voice library integration, custom voice compatibility, and outputs up to 3 minutes per generation at 44.1kHz audio quality.

Why This Is Different from TTS

ElevenLabs Text to Speech is designed for single-speaker narration. Generating dialogue by stitching together individual TTS lines produces audio that sounds like alternating monologues - technically correct but lacking the timing, dynamics, and emotional continuity that makes conversation feel real.

Text to Dialogue generates the entire conversation as a unified production, with turn-taking dynamics and conversational prosody built into the generation process.

Production Use Cases

Teams across several production contexts have been waiting for this capability:

Podcast production: Scripted two-host or interview formats generated from written scripts without recording sessions.

Video game dialogue: NPC conversation systems producing thousands of scripted exchanges with consistent character voices, at scale.

E-learning and corporate training: Simulated customer conversations, role-play scenarios, and dialogue-based training modules generated from script templates.

Audio drama and fiction: Scripted character dialogue with distinct voice identities across an ensemble cast.

Localization: Translated dialogue scripts converted to audio with consistent voice identity across language versions.

Script Format and Voice Selection

Text to Dialogue requires structured input with speaker labels. Format: SpeakerName: dialogue text. The model maintains distinct voice characteristics per label throughout the output. Voice selection matters - choose voices with enough tonal contrast (age, gender, accent) so listeners can track speakers easily. For podcast or interview formats, host and guest voices should be audibly distinct within the first few exchanges. The ElevenLabs V3 dialogue guide covers script structure, voice pairing, and segment concatenation for long-form content.

Completing the ElevenLabs Audio Toolkit on Cliprise

With Text to Dialogue now available, Cliprise offers the full ElevenLabs production suite:

ModelUse Case
ElevenLabs TTSSingle-speaker narration, voiceover
ElevenLabs V3 Text to DialogueMulti-speaker conversation
ElevenLabs Speech to TextAudio transcription
ElevenLabs Audio IsolationBackground removal, audio cleaning
ElevenLabs Sound Effect V2Sound design, audio effects

For guidance on when to use TTS versus Text to Dialogue, see the ElevenLabs TTS vs Text to Dialogue comparison.

Video Integration: Text to Dialogue + Kling AI Avatar

Text to Dialogue pairs with Kling AI Avatar API for a complete text-to-talking-head pipeline. Generate multi-speaker audio with Text to Dialogue, then animate portrait images with the Avatar API for visual output. For podcast-style content, interview formats, or training scenarios with multiple characters, the combination delivers studio-quality talking-head video without recording. Same credit pool, no external tools. The image-to-video workflow explains the pipeline.

Available Now

ElevenLabs V3 Text to Dialogue is available immediately for all Cliprise users. Find it in the voice models section of the models hub. Pricing details are at Cliprise pricing.

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ElevenLabs V3 Text to Dialogue is available on Cliprise alongside the full ElevenLabs suite.

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