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MimicMania

MiniMania is a web application that provides text-to-speech (TTS) and voice cloning capabilities. The application utilizes deep learning models to generate high-quality speech output in multiple languages, with options to customize the pitch, speed, and volume of the generated audio. MiniMania's TTS engine is built on top of the Tacotron 2 and WaveGlow models, while its voice cloning capabilities are based on the FastSpeech and MelGAN models.

Features

  • Easy-to-use interface: MimicMania has a user-friendly interface that allows users to quickly generate speech in their desired language and voice.
  • Multiple languages: MimicMania supports multiple languages, including English, Spanish, French, and more.
  • Multiple voices: MimicMania provides a range of voices for each language, giving users a wide variety of options to choose from.
  • Customizable parameters: Users can adjust the speed, pitch, and volume of the generated speech to fit their specific needs.
  • Voice cloning: MimicMania's voice cloning technology allows users to clone their own voice, making it easier than ever to create personalized voiceovers.

WebApp Demo

Click the Mega Link To see the Demo: Link For The Video

Things to Be Downloaded

Before you can install and use MimicMania, you will need to download and install the following:

  • ffmpeg: MimicMania requires the ffmpeg library for audio encoding and decoding. To install ffmpeg, execute the command apt-get install ffmpeg in your terminal.
  • espeak-ng: MimicMania uses the espeak-ng text-to-speech engine for generating speech in various languages. To install espeak-ng, execute the command sudo apt-get install espeak-ng in your terminal.
  • espeak: MimicMania uses the espeak-ng text-to-speech engine for generating speech in various languages. To install espeak-ng, execute the command sudo apt-get install espeak in your terminal.

Additionally, you will also need to download the required module and Python dependencies as described in the next section.

Installation

To install and run MimicMania, follow these steps:

  1. Clone this repository to your local machine using git clone https://github.com/everydaycodings/MimicMania.git
  2. Navigate to the project directory using cd MimicMania
  3. Run the command python setup.py to download the required modules. This process may take some time, as the required module is around 6 GB.
  4. Run the command pip install -r requirements.txt to download all the Python dependencies.
  5. Type the command streamlit run app.py to start the web application.

Contributing

If you'd like to contribute to MimicMania, please fork the repository and create a pull request. We welcome contributions of all kinds, including bug fixes, new features, and documentation improvements.

Credits

MimicMania was developed by Kumar Saksham(everydaycodings) with the help of various open source resources.

We would like to extend a special thank you to coqui-ai/TTS for providing their text-to-speech model as a resource for our project.

MimicMania is licensed under the MIT License.

Support

If you have any questions or issues with MimicMania, please contact us at everydaycodings@gmail.com or reach out to us on Twitter @everydaycodings or Medium @everydaycodings.

We're always happy to help!