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Description
Inworld Realtime STT is a streaming API for speech-to-text that captures more than just spoken words. This innovative tool merges low-latency speech recognition with voice profiling capabilities, allowing it to analyze emotions, vocal style, accent, age, and pitch from raw audio inputs, which enhances the responsiveness and expressiveness of downstream LLMs and TTS systems. Developers have the flexibility to stream audio in real time, transcribe entire files, or gather voice profile signals via a single, comprehensive API. The system features real-time bidirectional streaming over WebSocket, synchronous transcription for complete audio files, and offers voice profile signals for each streaming segment, all while supporting multiple providers through one model ID. Each audio segment provides a dynamic profile of the speaker, complete with confidence scores, equipping LLMs with structured context that indicates the emotional state of the user, such as whether they sound sad, frustrated, soft-spoken, high-pitched, or calm. This capability allows for a more nuanced interaction, enriching the user experience by adapting responses to the speaker’s emotional tone and vocal characteristics.
Description
Mistral AI has introduced Voxtral Transcribe 2, an advanced suite of speech-to-text models that provides remarkably fast, high-quality audio transcription and speaker identification, supporting a diverse range of languages. This collection features Voxtral Mini Transcribe V2, which is tailored for batch transcription and includes functionalities like word-level timestamps, context biasing, and compatibility with 13 different languages, alongside Voxtral Realtime, which is optimized for live speech recognition with adjustable latency that can drop below 200 ms for immediate use cases. Both models excel in transcription accuracy while maintaining efficiency and cost-effectiveness; Mini Transcribe V2 is noted for its exceptional performance and minimal error rates, while Realtime is made available as open-source under the Apache 2.0 license, enabling developers to implement it on edge devices or within secure environments. Furthermore, the innovative technology embedded in these models represents a significant leap forward in transcription solutions, catering to various applications across industries.
API Access
Has API
API Access
Has API
Integrations
No details available.
Integrations
No details available.
Pricing Details
Free
Free Trial
Free Version
Pricing Details
$14.99 per month
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Inworld
Founded
2021
Country
United States
Website
inworld.ai/speech-to-text
Vendor Details
Company Name
Mistral AI
Founded
2023
Country
France
Website
mistral.ai/news/voxtral-transcribe-2