How to Generate Online Speech Using Pretrained Models

Feb 19, 2024 | Educational

Welcome to the exciting world of text-to-speech technology! In this article, we’ll guide you on how to generate speech online using various pretrained models. Whether you want a lively female anchor voice or a gentleman’s tone, you’ve come to the right place!

Getting Started

To start generating speech, you’ll need to know about the pretrained models available and how to utilize them. Below, we’ll introduce some of the speaker models used for generating speech.

  • KuileBlanc: A standard American female voice.
  • LongShouRen: A standard American male voice.
  • MaiMai: A singing female anchor voice, specifically in Chinese.
  • XingTong: A lively singing AI girl voice, also in Chinese.
  • XuanShen: A playful game male anchor voice.
  • KusanagiNene: A cute, loli school girl voice in Japanese.

Using the Pretrained Models

To utilize these models for speech generation, you can follow this simple analogy:

Imagine you have a talented friend who can impersonate various characters. Each character has a distinct voice and style. Depending on whom you want to hear, you simply tell your friend who to mimic, and they switch voices seamlessly. Similarly, when using these pretrained models, you specify which voice you want, and the model will generate speech in that particular character’s voice.


# Example call to generate speech with the MaiMai voice
from transformers import pipeline

# Load the text-to-speech pipeline for a specific speaker
tts = pipeline("text-to-speech", model="shibing624/parrots-gpt-sovits-speaker-maimai")

# Generate speech using the specified voice
tts("大家好,我是卖卖,希望大家能喜欢我的声音,哈哈哈")

Troubleshooting Common Issues

Just like any technological wizardry, issues may pop up during your journey. Here are a few troubleshooting tips to keep in mind:

  • Problem: The model won’t generate any sound.
  • Solution: Check if your audio device is properly connected and configured. Make sure your volume is turned up!
  • Problem: The generated speech is not recognizable.
  • Solution: Ensure you are using the correct language setting for the voice you selected.
  • Problem: The model takes too long to respond.
  • Solution: Give it some time, as complex pronunciations may take longer to generate.

For more insights, updates, or to collaborate on AI development projects, stay connected with fxis.ai.

Conclusion

With these models and your creativity, you can transform text into engaging audio experiences. 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.

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