Making OpenAI Whisper faster

Making OpenAI Whisper faster - Nikolas' Blog

Faster Whisper has significantly improved the performance of the OpenAI Whisper model by implementing it in CTranslate2, resulting in reduced transcription ...

[D] What is the most efficient version of OpenAI Whisper? - Reddit

4x faster than original, also for short form audio samples. But no extra gains for long form on top of this. Whisper X: https://github.com/m- ...

Faster Whisper transcription with CTranslate2 - GitHub

faster-whisper is a reimplementation of OpenAI's Whisper model using CTranslate2, which is a fast inference engine for Transformer models.

Make OpenAI Whisper 2-4x Faster in Python in 100 Seconds

Faster-whisper is an open source AI project that allows the OpenAI whisper models to run on CTranslate2 instead of Pytorch.

speed up whisper? · openai whisper · Discussion #716 - GitHub

On the AWS VM using large-v2, faster-whisper int8_float16 the 18 minute audio file took 2 minutes to transcribe.

Whisper openai low processing speed with large files - Stack Overflow

Use the openai Whisper API. They've optimised the speed to achieve a real time factor of ~0.1 (meaning 180sec audio will take 18sec to process).

How to use whisper to handle long video? - OpenAI Developer Forum

from openai import OpenAI · client = OpenAI() · audio_file= open(“/path/to/file/german.mp3”, “rb”) · transcript = client.audio.translations.create( ...

Speeding up Whisper - Mobius Labs

Batch Processing for Speed ... We increase the speed of the ASR model in the faster-whisper package by using batching based on voice activity detection (VAD) and ...

Whisper Lesson 4 – Speeding Up or Outsourcing the Processing

So what is faster-whisper ? Faster-Whisper is a quicker version of OpenAI's Whisper speech-to-text model. As OpenAI released the whisper model as open ...

The fastest way to run OpenAI Whisper Turbo on a Mac - YouTube

mlx-whisper is the fastest way to do automatic speech recognition on a Mac with OpenAI's Whisper models. In this video, we'll learn how to ...

Speech-to-Text with Faster-Whisper - Mysoly

Faster-whisper is up to 4 times faster than openai-whisper for the same accuracy and uses less memory.

Faster Audio Transcribing with OpenAI Whisper and Huggingface ...

In previous article, we saw how to use OpenAI Whisper to transcribe audio and do speech diarization. It turns out Huggingface transformers ...

How I use whisper-faster on my machine - VideoHelp Forum

Add a copy of ffmpeg.exe to the same folder. ... If it DOES NOT EXIST - whisper-faster will download the model required, and place it in the ...

OpenAI Whisper? No! There Are Better Options - YouTube

Looking for a transcription solution? Sure, you can pay one of the big cloud services but that isn't the LowEnd way!

Streaming with Faster-Whisper vs Insanely Fast Whisper - Medium

Few days ago, the Faster Whisper released the implementation of the latest openai/whisper-v3. Huggingface has also an optimized ...

How to use whisper to handle long video? - #4 by _j - API

... faster than OpenAI can. https://huggingface.co/spaces/sanchit-gandhi/whisper-jax, or make an API for it. twitter.com · Sanchit Gandhi ...

OpenAi whisper transcription workflow. - Page 2 - FFAStrans forum

Great that you have a workaround for repeated sentences! I will look into it. And yes, in the long term it is defnitely better using faster-whisper where the ...

openai/whisper · How to fine tune the model - Hugging Face

The Whisper model quickly learns which bit of the pre-trained tokenizer to use when fine-tuning. So I'd recommend you keep the pre-trained tokenizer, and simply ...

Hallucination on audio with no speech - OpenAI Developer Forum

Compared to OpenAI's PyTorch code, WhisperJax runs 70x faster, making it the fastest Whisper implementation. To get started, this is run on ...

Faster Whisper: Inference on Serverless GPU - Beam Cloud

Faster-Whisper has been developed as a re-envisioned version of OpenAI Whisper. As a recap, OpenAI Whisper is a robust speech recognition model.