Complete Tutorial Video for OpenAI's Whisper Model for Windows Users

[FurkanGozukara]

Thank you so much for this amazing release Open AI.

This is the first time ever I am able to utilize an AI public release and it actually works.

I was in need to speech to text services and best working one was Google's. However it was too expensive for me.

Now with Open AI Whisper I have even a better one for free.

By the way I also have uploaded multilingual large model generated subtitles and medium.en model subtitles as well without touching them. So you can also analyze their performance.

Choose subtitles from the settings panel of the video as below:

multilingual large model > English (Canada) - OpenAI > Whisper > Large Multilingual Model > Automatic Subtitle > Raw

medium.en model > English (Ireland) - OpenAI > Whisper > medium.en Model > Automatic Subtitle > Raw

Here my video : How to do Free Speech-to-Text Transcription Better Than Google Premium API with OpenAI Whisper Model

https://youtu.be/msj3wuYf3d8

In this video : I will show you how to install the necessary Python code and the dependent libraries. I will show you how to download a video from YouTube with YT-DLP, how to cut certain parts of the video with LosslessCut, and how to extract the audio of a video with FFMPEG. I will show you how to do a transcription of a video or a sound. I will show you how to generate subtitles for any video. Finally, I will show you how to generate translated transcription and subtitles of any language video.

[FurkanGozukara]

After my RTX 3060 card has arrived I made this performance testing video : https://www.youtube.com/watch?v=q8Q8CCDdSKo

Moreover, after my card has arrived, I have done translation tests and I have noticed that --compression_ratio_threshold helps tremendously in translation when translation fails and generates repeating output

[dgoryeo]

Have you come to find a magic number for --compression_ratio_threshold value? I am having similar problem with repeating output / and halucination output.

[FurkanGozukara]

No magic number. Also translation is still very inferior.

[andresgeorge]

you kind of lost me in the video how do you translate after downloading everything you should make another video

[FurkanGozukara]

you kind of lost me in the video how do you translate after downloading everything you should make another video

for translation task you just need to give it as an input. however, translation works only for other languages to english.

[leonelcba]

Hi, I get this error when trying to install Whisper. Do you know why?

[FurkanGozukara]

Hi, I get this error when trying to install Whisper. Do you know why?

do not use the latest version python. you can try 3.9.9

[leonelcba]

Thank you so much! It worked :)