Bark Text-to-Speech
Author: ss8319
Pull request: no

### System Info

**System Setup**
Google Colab

**Who can help?**
@sanchit-gandhi
@gante
Hi guys. I am trying to test Bark (TTS) functionalities. I set up the code as from the audio course. https://huggingface.co/learn/audio-course/chapter6/pre-trained_models#bark. I am running into the error as indicated. The code keeps running without producing any speech output until I end it. Could you let me know what to try?

```python
# Define the output directory where you want to save the generated speech
output_dir = "/content/gdrive/MyDrive/Medical Speech, Transcription, and Intent/Bark"

# Iterate through the generated speech and save it to files
for i, txt in enumerate(test_txt):
    start_time = time.time()  # Record the start time

    inputs = processor(text=txt, voice_preset="v2/en_speaker_3", return_tensors="pt")
    generated_speech = model.generate(**inputs).cpu().numpy()

    end_time = time.time()  # Record the end time

    # Calculate the elapsed time for inference
    inference_time = end_time - start_time

    # Define the output file path (you can use a naming convention based on 'i' or 'txt' as needed)
    output_file_path = f"{output_dir}/generated_speech{i}.wav"

    # Save the generated speech as a WAV file
    sf.write(output_file_path, generated_speech.squeeze().numpy(), 22050)  # Adjust the sample rate as needed

    print(f"Inference {i+1} took {inference_time:.2f} seconds. Generated speech saved to {output_file_path}")
```

**Output**
The attention mask and the pad token id were not set. As a consequence, you may observe unexpected behavior. Please pass your input's `attention_mask` to obtain reliable results.
Setting `pad_token_id` to `eos_token_id`:10000 for open-end generation.


### Who can help?

_No response_

### Information

- [X] The official example scripts
- [ ] My own modified scripts

### Tasks

- [X] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...)
- [ ] My own task or dataset (give details below)

### Reproduction

1. Install the necessary libraries
```python
! pip install transformers
! pip install sentencepiece
! pip install datasets
```

2. Run
```python
import time
from transformers import BarkModel, BarkProcessor

# Load the model and processor
model = BarkModel.from_pretrained("suno/bark-small")
processor = BarkProcessor.from_pretrained("suno/bark-small", voice_preset="v2/en_speaker_3")

# Load speaker embeddings (assuming you have defined 'embeddings_dataset' elsewhere)
speaker_embeddings = torch.tensor(embeddings_dataset[7306]["xvector"]).unsqueeze(0)
```

### Expected behavior

Speech Output 

Comments:
cc @ylacombe 

Hey @ss8319, thanks for your message! could you kindly provide a script to replicate your error? I believe that the script you provided here doesn't correspond to your issue:
```python
import time
from transformers import BarkModel, BarkProcessor

# Load the model and processor
model = BarkModel.from_pretrained("suno/bark-small")
processor = BarkProcessor.from_pretrained("suno/bark-small", voice_preset="v2/en_speaker_3")

# Load speaker embeddings (assuming you have defined 'embeddings_dataset' elsewhere)
speaker_embeddings = torch.tensor(embeddings_dataset[7306]["xvector"]).unsqueeze(0)
```
Could you also provide an example of `test_txt` ? 
Thanks!

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.

I believe this is a duplication of https://github.com/suno-ai/bark/issues/402#issuecomment-1702753684?