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  This is a speech generation network, aimed at maximizing the expressiveness and Controllability of the generated speech. at its core it uses [StyleTTS 2](https://github.com/yl4579/StyleTTS2)'s architecture with the following changes:
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- - an entirely new data pre-processing pipeline
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  - Incorporating mLSTM Layers instead of regular PyTorch LSTM layers, and increasing the capacity of the text and prosody encoder by using a higher number of parameters
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  - Retrained PL-Bert, Pitch Extractor, Text Aligner from scratch
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  - Whisper's Encoder instead of WavLM for the SLM
 
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  This is a speech generation network, aimed at maximizing the expressiveness and Controllability of the generated speech. at its core it uses [StyleTTS 2](https://github.com/yl4579/StyleTTS2)'s architecture with the following changes:
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  - Incorporating mLSTM Layers instead of regular PyTorch LSTM layers, and increasing the capacity of the text and prosody encoder by using a higher number of parameters
46
  - Retrained PL-Bert, Pitch Extractor, Text Aligner from scratch
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  - Whisper's Encoder instead of WavLM for the SLM