update

Author: codename0og

README.md

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 **Features that are, at the time of writing, already added in:**
+- New loss functions: Multi-scale mel spectrogram loss ( optimized ), Envelope loss
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 - Configurable learning-rate warmup. <br/> ( Provides an ability to give your training a lil warmup, potentially yielding better results. )
 
 - Configurable moving average loss for Generator ( incl. it's metrics ) and Discriminator. <br/> ( Helps with better judgement on which epoch to choose. )
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 - SoX resampler in place of librosa's default resampling algo.
 
+- Checkpointing support - Decreases the vram consumption on cost of the computation / training speed.
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 <br/>``⚠️ 1: HiFi-gan is the stock rvc/applio vocoder, hence it's what you use for og pretrains and customs ( for now ). ``
 <br/>``⚠️ 2: Both MRF-HiFi-GAN and Refine-Gan are experimental and not yet considered for actual use. ``
 <br/>``⚠️ 3: MRF-HiFi-GAN and Refine-GAN require new pretrained models. They can't be used with original rvc's G/D pretrains. ``