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What is Higgs Realtime?

Higgs Realtime represents a sophisticated model and API that offers production-ready, real-time speech-to-speech functionality, aimed at enabling smooth and intuitive conversations. This all-encompassing, audio-focused model is adept at handling audio, text, or a combination of both, producing high-quality replies while also functioning as a text-based language model for text-only inputs. Specifically engineered for real-time voice exchanges, it skillfully navigates dialogues, accommodates interruptions, and adapts to changing requests even during an ongoing conversation, while effectively managing intricate multi-step processes. The model is designed to embody characteristics of voice agents, including seamless turn-taking, conversational pacing, modulation of tone, introductory phrases for spoken interactions, tracking of multi-turn contexts, and the ability to respond to evolving directives. Its enhanced semantic turn detection effectively differentiates between completed interactions and brief silences, while its multilingual capabilities and ability to switch codes allow it to understand over 100 languages without the need for individual configurations. By doing so, Higgs Realtime not only improves the overall user experience but also fosters increased accessibility in a wide range of communication contexts, making it a valuable tool for diverse applications. Furthermore, its ability to maintain conversational integrity ensures that users feel more engaged and understood throughout their interactions.

What is Gemini 3.8 Flash-Lite TTS?

Gemini 3.8 Flash-Lite TTS is Google’s efficiency-focused text-to-speech model for generating expressive audio at high volume. It is positioned for applications where scalability and cost efficiency are important, including dubbing, localization, automated content production, and conversational voice systems. The model gives users detailed control over speech characteristics such as tone, pacing, delivery, and expressive nuance. Creators and developers can direct individual lines using script instructions to produce performances ranging from straightforward narration to more expressive dialogue. Long-form generation is designed to maintain natural pacing, audio quality, and stable speaker characteristics over extended recordings such as podcasts and other continuous content. Gemini 3.8 Flash-Lite TTS also supports native two-speaker scene staging, allowing a single script to generate structured conversations with distinct speakers and natural turn-taking. Nonverbal performance cues including laughs, sighs, gasps, and conversational backchanneling can be incorporated to add realistic texture to generated speech. With support for more than 100 languages, the model can be used to create multilingual audio experiences and localized content for audiences across different regions. Google reports that Gemini 3.8 Flash-Lite TTS performs strongly in human preference evaluations across languages including Japanese, Brazilian Portuguese, Vietnamese, Modern Standard Arabic, Mexican Spanish, and Hindi. Generated audio from Gemini Audio models includes SynthID watermarking, providing an imperceptible signal that can help identify AI-generated speech. Gemini 3.8 Flash-Lite TTS is available through Google AI Studio and the Gemini API, is integrated into Google Vids, and is planned for enterprise API access through Gemini Enterprise.

Media

Media

Integrations Supported

Boson AI

Integrations Supported

Gemini
Gemini 3.1 Flash-Lite
Gemini 3.1 Pro
Gemini Enterprise
Gemini Live API
Gemini Notebook
Gemini platform
Google AI Studio
Google Vids
SynthID

API Availability

Has API

API Availability

Has API

Pricing Information

$0.0023 per minute

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub

Company Facts

Organization Name

Boson AI

Date Founded

2023

Company Location

United States

Company Website

staging.boson.ai/blog/higgs-realtime

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

google.com

Categories and Features

AI Models

Not specified

Categories and Features

AI Models

Not specified

AI Voice Models

Not specified

Text to Speech

Not specified

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