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Making OpenAI Whisper faster


How to make whisper.cpp transcribe faster? - Patreon

How to make whisper.cpp transcribe faster? ... In a nutshell, OpenAI Whisper model consists of an encoder, which processes the audio features (log-mel spectrogram) ...

I Built an Open Source API with Insanely Fast Whisper and Fly GPUs

The thing is, the model is huge and requires tons of GPU power for it to run efficiently at scale. Even OpenAI doesn't provide an API for their best ...

How to setup Whisper from OpenAI - Joshua Chini

whisper-standalone-win uses the faster-whisper implementation of OpenAI's Whisper model. ... Error code 126 Please make sure cudnn_ops_infer64_8.

Enhancing Whisper transcriptions: pre- & post-processing techniques

openai import OpenAI import os import urllib from IPython.display ... create( model="whisper-1", file=audio_data) return transcription ...

Whisper Showdown. C++ vs. Native: Speed, cost, YouTube…

OpenAI's Whisper has come far since 2022. It once needed costly GPUs, but intrepid developers made it work on regular CPUs.

Experimenting with insanely-fast-whisper - Mark Needham

I recently came across insanely-fast-whisper, a CLI tool that you can use to transcribe audio files using OpenAI's whisper-large-v3 model or other smaller ...

Making OpenAI Whisper better - Nikolas' Blog

We already looked at ways to make the original OpenAI Whisper model faster. We came across two different projects that aimed to deliver the best performance.

Roadmap for Piper & Whisper using Coral Edge TPU or similar

... increase speed of recognition & s ... Something interesting Making OpenAI Whisper faster - Nikolas' Blog.

Audio Transcription Effortlessly with Distill Whisper AI | DigitalOcean

Before we dive deeper into the model itself, let's discuss what makes the speedups possible for Distil Whisper. Knowledge distillation (KD) ...

How to chunk down audio to 25mb max size for openai whisper ...

Googleing I see that I probably need to chunk the audio files down to max size pieces of 25mb. How can I do that in make? 2 Likes. Seeking ...

Marcello Politi's Post - SYSTRAN/faster-whisper - LinkedIn

This is 4 times faster than OpenAI's Whisper and uses less memory. ... making large-scale AI models accessible on less powerful hardware.

Adding faster-whisper backend #222 - ai-voice-cloning - ecker.tech

Hi, There's yet another implementation of Whisper out there called faster-whisper, and I've found it to be ~2-3x faster when I've been doing transcriptions ...

Speech - GroqCloud

A distilled, or compressed, version of OpenAI's Whisper model, designed to provide faster, lower cost English speech recognition while maintaining comparable ...

GPU vs. OpenAI API - Which Transcribes Audio to Text Faster?

... making an informed choice. Watch the complete video where I ... openai-whisper-benchmarking/blob/main/openai-whisper-benchmarking ...

Making OpenAI Whisper Faster - GPT-5

Making OpenAI Whisper Faster ... The latest information on machine learning, AI, and GPT tools. © 2024 GPT-5. Pages and Links. About ...

Speech to text - OpenAI API

You can use a prompt to improve the quality of the transcripts generated by the Whisper API. The model will try to match the style of the prompt, so it will be ...

Whisper AI by Open AI - Run with an API on Replicate

if True, provide the previous output of the model as a prompt for the next window; disabling may make the text inconsistent across windows, but the model ...

Using OpenAI's Whisper API for speech-to-text - Show Us

Using OpenAI's Whisper API for speech-to-text ... Create a file called whisper.sh in en/ profile. When you create the file don't forget to chmod + ...

Whisper: performances in self-hosted for French - Voice Assistant

Note this is with large. Small, medium, etc are going to be much worse. Even large with faster-whisper is going to be worse because the model is ...

OpenAI Whisper Transcription Testing - Cypherpunk Cogitations

We can clearly see that transcribing with the default "small" model versus the higher quality "medium" model is at least 3 times faster. And the ...