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Whisperx

victor-upmeet

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WhisperX is an Accelerated speech-to-text model which converts audio files into written text. Upon receiving an audio file link as input, the model processes it and returns a transcribed text in segments, with timestamps indicating the start and end of each segment. The model can handle different batch sizes, and has options for diarization and output alignment. It also provides information on the detected language of the audio.

Use cases

The whisperX AI model is specifically designed to translate audio into text swiftly and accurately. It could be used in numerous situations where voice data needs to be converted into readable transcripts, making it beneficial for various industries and establishments. For example, it could be utilized by customer service centers to transcribe recorded calls for training purposes, allowing managers and representatives to read and understand customer interactions. It could also be beneficial in legal settings, where it could transcribe court proceedings efficiently. For the deaf or hard of hearing, whisperX could be used to create real-time subtitles for videos or live events. Additionally, this model can be integrated into smart devices, simplifying tasks such as sending voicemails to text or creating written notes from verbal commands. The efficient detection of language in audio files makes it a potential useful tool for multilingual environments too. Another interesting use for this technology could be in the field of market research, where focus group discussions and interviews can be transcripted and analyzed for insights.

Audio-to-Text

Pricing

Cost per run
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Avg run time
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Creator Models

ModelCostRuns
Whisperx A40 Large$?790

Similar Models

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Overview

Summary of this model and related resources.

PropertyValue
Creatorvictor-upmeet
Model NameWhisperx
Description

Accelerated transcription, word-level timestamps and diarization with whisp...

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TagsAudio-to-Text
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkView on Arxiv

Popularity

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PropertyValue
Runs63,519
Model Rank
Creator Rank

Cost

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PropertyValue
Cost per Run$-
Prediction Hardware-
Average Completion Time-