Migrate Whisper transcriber (v2.0) to OpenAI SDK

[ZanSara]

Now that we're using OpenAI's SDK for LLM generators, we should also migrate Whisper transcriber to OpenAI SDK instead of using whisper-openai, to reduce the number of dependencies.

[ShatilKhan]

I'd like to work on this & please provide additional info about this issue on how to achieve the goal

[Mohit1345]

@ZanSara I have checked over repo, there are three whisper based classes
1.WhisperTranscriber
2.RemoteWhisperTranscriber
3.LocalWhisperTranscriber
In this the RemoteWhisperTranscriber is running with api and LocalWhisperTranscriber is working with whisper-openai.
So, overall what changes we have to make.

[chandakya343]

Please assign me this issue! I am a beginner and I would like to fix a good-first-issue

[anakin87]

Hello everybody!

This is the related class: RemoteWhisperTranscriber.

You can consider this as an example of managing the OpenAI SDK: OpenAITextEmbedder

Feel free to work on this and submit a PR...

[awinml]

I would like to work on this issue. I have opened a PR #6149.

The PR also fixes a part of #6116 and removes the api_key from serialization of RemoteWhisperTranscriber.

[anakin87]

Hello, @Mohit1345 and @awinml and thanks for your efforts...

It would be great if you could work together to realize this migration.

I suggest you collaborate on #6149 (because it also fixes part of #6116).

[Mohit1345]

Hello, @Mohit1345 and @awinml and thanks for your efforts...

It would be great if you could work together to realize this migration.

I suggest you collaborate on #6149 (because it also fixes part of #6116).

How can we move forward , I have replaced the whisper-openai to open ai sdk based transcription code.