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Average Ratings 0 Ratings
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
Voxtral Mini Transcribe Realtime 3 is an advanced speech-to-text solution offered via Mistral’s API, designed for applications requiring immediate transcription capabilities. It utilizes WebSocket technology to stream audio and delivers transcription events in real-time as individuals speak, with adjustable streaming latencies. This model is ideal for developers looking to incorporate live captions, enhance voice assistant functionalities, or streamline voice-agent processes with accurate transcription. Notably, it includes features such as turn detection, speaker diarization, and context biasing tailored for specialized vocabulary, and it accommodates transcription in 45 different languages and dialects. Users can connect seamlessly to the real-time endpoint, allowing them to receive transcription events as audio is processed, eliminating the need to wait for a complete audio recording to finish. As a member of Mistral’s Voxtral audio model family, Voxtral Mini Transcribe Realtime 3 stands out for its versatility and efficiency in a variety of applications. This capability makes it an essential tool for developers aiming to enhance user interaction through immediate and accurate voice transcription.
API Access
Has API
Yes
API Access
Has API
Yes
Integrations
LiveKit
No
Mistral AI
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
$0.008/min
Usage-based pricing is $0.008 per minute of realtime transcription audio.
Free Trial
No
Free Version
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
Yes
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
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
docs.mistral.ai/models/voxtral-mini-transcribe-realtime-3-0