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Whisper Large V3 Turbo

Developed by Daemontatox
Whisper large-v3-turbo is an automatic speech recognition and speech translation model proposed by OpenAI, trained with large-scale weak supervision and supporting multiple languages.
Downloads 26
Release Time : 2/26/2025

Model Overview

Whisper large-v3-turbo is a pruned and fine-tuned version of Whisper large-v3, with the decoder layers reduced from 32 to 4, significantly improving speed while slightly reducing quality.

Model Features

Multilingual support
Supports speech recognition and translation tasks for over 100 languages.
Efficient inference
Significantly improves inference speed by reducing decoder layers, suitable for real-time applications.
Zero-shot generalization
Demonstrates strong generalization capabilities on unseen languages and domains.
Long audio processing
Supports chunk processing of long audio files, ideal for transcribing meetings, lectures, and other lengthy recordings.

Model Capabilities

Speech recognition
Speech translation
Multilingual transcription
Timestamp prediction

Use Cases

Speech transcription
Meeting minutes
Automatically transcribes meeting recordings into text records.
Supports multiple languages with accuracy close to human-level performance.
Podcast transcription
Transcribes podcast content into text for search and archiving.
Handles various accents and background noise.
Speech translation
Real-time translation
Translates non-English speech into English text in real-time.
Supports translation from multiple languages to English.
Assistive tools
Subtitle generation
Automatically generates subtitles for video content.
Produces timestamped subtitle files.
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