[D] The most complete Audio ML toolkit 🚀

Hugging Face [Transformers](https://huggingface.co/docs/transformers/index) is a complete audio toolkit that provides state-of-the-art models for all audio tasks, including TTS, ASR, audio embeddings, audio classification and music generation.

All you need to do is install the Transformers package:

pip install --upgrade transformers

And then all of these models can be used in just 3 lines of code:

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**TTS**

Example usage:

from transformers import pipeline

generator = pipeline("text-to-speech", model="suno/bark-small")

speech = generator("Hey - it's Hugging Face on the phone!")

Available models:

* …

asr code example face generator hey hugging face import install machinelearning package phone pip pipeline small speech text text-to-speech transformers tts upgrade usage