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add assets identified by bot
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www-data committed Aug 5, 2024
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prohibited_uses: ''
monitoring: unknown
feedback: https://huggingface.co/OrionZheng/openmoe-base/discussions
- type: model
name: Whisper Medusa
organization: Aiola
description: Whisper Medusa is an advanced encoder-decoder model for speech transcription and translation. It processes audio through encoding and decoding stages with an emphasis on improved speed performance through the prediction of multiple tokens per iteration. It builds upon the Whisper architecture through use of the LibriSpeech dataset and optimization strategies like Faster-Whisper and Speculative Decoding.
created_date: Unknown
url: https://huggingface.co/aiola/whisper-medusa-v1
model_card: https://huggingface.co/aiola/whisper-medusa-v1
modality: Audio; Text
analysis: The model was evaluated through use of the LibriSpeech dataset. Speed improvements were seen, with only slight degradation in Word Error Rate.
size: Unknown
dependencies: [LibriSpeech]
training_emissions: Unknown
training_time: Unknown
training_hardware: Unknown
quality_control: The model optimization strategies included Faster-Whisper and Speculative Decoding to ensure improved performance.
access: Open
license: Unknown
intended_uses: The model is intended for downstream applications requiring speech transcription and translation, particularly where speed is of essence.
prohibited_uses: The model is optimized for English audio only, and its use with non-English languages is not recommended due to potential degradation in performance.
monitoring: Unknown
feedback: Problems with the model can be reported through the Whisper Medusa repository on GitHub via issues.

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