[Feature Request]: Minimize logs

### Is there an existing issue for this?

- [X] I have searched the existing issues

### Feature Description

Minimize logs

### Use Case

There are lots of logs which are irrelevant to the apps functionality like TTS and so on. Your task is to minimize them.

### Benefits

Clean logging messages

### Add ScreenShots

_No response_

### Priority

High

### Record

- [X] I have read the Contributing Guidelines
- [ ] I'm a GSSOC'24 contributor
- [ ] I'm a VSoC'24 contributor
- [X] I have starred the repository