[WHISPER] - ValueError: Malformed soundfile
### System Info

I had a few files with this error. 
In @openai/whisper the same files worked, so I figured this was a bug.

Digging a little bit, this has to do with some ffmpeg parameters inside : 
`File "/usr/local/lib/python3.9/site-packages/transformers/pipelines/audio_utils.py", line 41, in ffmpeg_read`


Instead of 
```
file_name = "audio.mp3"
output = pipe(file_name,
                  generate_kwargs=props,
                  return_timestamps=True,
                  chunk_length_s=30,
                  stride_length_s=[6, 0],
                  batch_size=32,
                  ignore_warning=True)
```

The workaround I used, is to load the audio with whisper.load_audio instead, and pass that into the pipeline (until this if fixed) 

```
audio = whisper.load_audio(source_file)
output = pipe(audio,
                  generate_kwargs=props,
                  return_timestamps=True,
                  chunk_length_s=30,
                  stride_length_s=[6, 0],
                  batch_size=32,
                  ignore_warning=True)
```

This does require a whisper dependency, but doesn't load it's model, just uses a more up to date load_audio than the one in transformers. 


### Who can help?

@ArthurZucker @sanchit-gandhi 

### Information

- [X] The official example scripts
- [ ] My own modified scripts

### Tasks

- [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...)
- [ ] My own task or dataset (give details below)

### Reproduction

The only file I can reproduce this on is a video of my kid, so I can share via DM, don't want to paste the link here.

### Expected behavior

File is valid, and whisper runs properly
Hey @altryne! Indeed, it should be possible to load up any audio file using transformers `pipeline` alone. Could you share the full traceback of the error? This will help in pinpointing its exact nature! It would be great if you are able to share the `.mp3` file! My email is `sanchit@huggingface.co`. Thanks!<|||||>Thanks Sanchit! 

Shared! (it's a video file, but whisper doesn't mind) <|||||>any news on this case ?<|||||>> (it's a video file, but whisper doesn't mind)

It was an mp4 video file that needed to be converted to an mp3 or wav audio file first. HF's audio pipeline works with any audio file format, but not video.<|||||>Thanks for the clarification<|||||>This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.

Please note that issues that do not follow the [contributing guidelines](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md) are likely to be ignored.