If you’re looking to convert text into spoken words in multiple languages, the KhanomTan TTS v1.1 model is a fantastic option. Born out of the need for a Thai text-to-speech solution, this open-source model supports various languages such as Thai, English, French, and more. In this guide, we’ll walk you through using the KhanomTan TTS v1.1 model step-by-step.
What is KhanomTan TTS?
KhanomTan TTS (ขนมตาล) is an innovative open-source text-to-speech model that caters not just to Thai speakers but also supports multilingual output. Trained with a rich corpus of Thai speech data, it allows nuanced delivery in multiple languages thanks to the integration of the YourTTS architecture.
Getting Started
- Ensure you have the necessary dependencies installed, such as Python and various libraries.
- Clone the repository hosting KhanomTan TTS v1.1 from GitHub.
- Download the Thai speech corpora: TSync 1 and TSync 2 from their respective sources.
- Make sure to comply with the licensing agreements, as all models are under the Apache 2.0 license.
How to Run the Model
Once you’ve set up the environment, you can easily run the KhanomTan TTS model. Running this model can be compared to cooking a delicious dish: you carefully assemble your ingredients (the input text) and throw them into a blender (the model) that mixes everything together to create a lovely output (the spoken words).
# Load the necessary dependencies
import tts_module
# Initialize the TTS model
model = tts_module.init_model('khanomtan')
# Input text
text_to_speak = "สวัสดีครับ"
# Generate speech from text
speech_output = model.generate_speech(text_to_speak)
Supported Speakers
KhanomTan TTS v1.1 features several speakers for multilingual support:
- Linda – English, female, [LJSpeech](https://keithito.com/LJ-Speech-Dataset)
- Bernard – French, male, [m-ailabs](https://www.caito.de/2019/01/03/the-m-ailabs-speech-dataset)
- Kerstin – German, female, [Rhasspy](https://github.com/rhasspy/dataset-voice-kerstin)
- Thorsten – German, male, [Thorsten](https://www.thorsten-voice.de)
Languages Supported
Here are the various languages that the model supports:
- th-th: Thai
- en: English
- fr-fr: French
- pt-br: Portuguese
- x-de: Danish
- x-lb: Luxembourgish
Troubleshooting
If you encounter issues while using the KhanomTan TTS model, consider these troubleshooting steps:
- Ensure that all dependencies are correctly installed and compatible versions are used.
- Check if you have correctly downloaded the necessary speech corpora.
- Refer to the logs for any specific error messages that might indicate the source of the issue.
- If the output is not as expected, review your input text for any unsupported characters or formatting.
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Conclusion
At fxis.ai, we believe that such advancements are crucial for the future of AI, as they enable more comprehensive and effective solutions. Our team is continually exploring new methodologies to push the envelope in artificial intelligence, ensuring that our clients benefit from the latest technological innovations.