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Inworld TTS-1-Max

Inworld TTS-1-Max is a high-fidelity, transformer-based neural text-to-speech model optimized for interactive and emotionally expressive voice synthesis.
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Inworld TTS-1-Max

A next-generation neural text-to-speech (TTS) system engineered for expressive, studio-quality synthetic voice generation with minimal latency and high controllability.

Inworld TTS-1-Max API Overview

Inworld TTS-1-Max is a cutting-edge Transformer-based autoregressive text-to-speech (TTS) model developed to deliver unparalleled speech quality and expressiveness. With 8.8 billion parameters, it targets demanding professional and commercial applications requiring high-resolution, nuanced speech synthesis.

Technical Specifications

  • Architecture: Transformer-based autoregressive model
  • Parameters: 8.8 billion (largest in the TTS-1 family)
  • Audio Output: High-resolution 48 kHz speech
  • Supported Languages: 11 major languages
  • Inference Speed: Approx. 8,000 tokens/sec per GPU on a 32 H100 setup

Performance Benchmarks

The TTS-1-Max model is currently ranked as a top performer on independent quality leaderboards.

Introducing Inworld TTS

Key Features

  • Large-scale parameterization for superior voice naturalness and expressiveness
  • Multilingual synthesis with high fidelity in diverse languages
  • Emotional modulation capabilities enabling nuanced speech styles
  • Non-verbal sounds and vocalization support enhance speech realism
  • Pure reliance on in-context learning for voice cloning without pre-recorded speaker data

API Pricing

  • $10.5 / 1M characters (≈ $0.0105 / minute)

Code Sample

Comparison with Other Models

vs Inworld TTS-1: TTS-1-Max delivers superior expressiveness and naturalness thanks to its larger 8.8B parameter scale compared to TTS-1's 1.6B, ideal for premium content like audiobooks. However, TTS-1 prioritizes real-time speed at ~153 characters/second versus TTS-1-Max's ~69 characters/second, making it better for interactive apps.

vs ElevenLabs Multilingual V2: TTS-1-Max edges out with 59.1% head-to-head win rates in quality tests, offering finer emotional granularity and non-verbal sounds via markups. ElevenLabs provides strong multilingual cloning but lags in raw audio resolution and in-context learning purity.

vs MiniMax-Speech: TTS-1-Max prioritizes peak voice quality and 11-language fidelity over MiniMax's broader 32-language zero-shot cloning emphasis. While MiniMax shines in rapid one-shot replication, TTS-1-Max leads in benchmarked naturalness and emotional prosody control.

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