Audio Model Blocks Skip Connection Blocks GBlock public – 2 min read What is GBlock? GBlock is a type of residual block that is used in the GAN-TTS text-to-speech architecture. The purpose… Apr 23, 2023 Devin Schumacher
Audio Model Blocks Skip Connection Blocks MelGAN Residual Block public – 1 min read Audio generation has long been an area of interest in the field of deep learning. The MelGAN Residual Block is… Apr 23, 2023 Devin Schumacher
Audio Model Blocks Auditory Cortex ResNet public – 2 min read What is AUCO ResNet? The Auditory Cortex ResNet, also known as AUCO ResNet, is a deep neural network architecture developed… Apr 23, 2023 Devin Schumacher
Audio Model Blocks Beneš Block with Residual Switch Units public – 2 min read The RSU Beneš Block: An Efficient Alternative to Dense Attention Attention mechanisms play an important role in natural language processing,… Apr 23, 2023 Devin Schumacher
Audio Model Blocks Skip Connection Blocks DBlock public – 3 min read Understanding DBlock in GAN-TTS Architecture DBlock is a specialized residual block that is utilized in the discriminator phase of the… Apr 23, 2023 Devin Schumacher
Audio Model Blocks Skip Connection Blocks Conditional DBlock public – 2 min read Understanding Conditional DBlock in GAN-TTS If you've ever heard of the term GAN-TTS, you may have come across the term… Apr 23, 2023 Devin Schumacher
Audio Model Blocks WaveGrad DBlock public – 1 min read Modern technology, particularly machine learning, has enabled us to accurately reproduce and even generate sound waves. However, generating clean and… Apr 23, 2023 Devin Schumacher
Audio Model Blocks WaveGrad UBlock public – 2 min read Overview of WaveGrad UBlock The WaveGrad UBlock is a neural network module used for upsampling in audio generation models. Upsampling… Apr 23, 2023 Devin Schumacher
Audio Model Blocks FiLM Module public – 2 min read Overview of FiLM Module In the world of machine learning, the concept of Feature-wise linear modulation or FiLM is a… Apr 23, 2023 Devin Schumacher
Audio Model Blocks Skip Connection Blocks ParaNet Convolution Block public – 2 min read The ParaNet Convolution Block is a type of convolutional block used in the encoder and decoder of the ParaNet text-to-speech… Apr 23, 2023 Devin Schumacher
Audio Model Blocks Bridge-net public – 2 min read The topic of Bridge-net is a technical concept related to the field of text-to-speech architecture. It is an audio model… Apr 23, 2023 Devin Schumacher
Audio Model Blocks Skip Connection Blocks DV3 Convolution Block public – 2 min read DV3 Convolution Block: An Overview In the field of computer science and artificial intelligence, Deep Voice 3 is a popular… Apr 23, 2023 Devin Schumacher
Attention Modules Audio Model Blocks DV3 Attention Block public – 2 min read The DV3 Attention Block is a module that plays a key role in the Deep Voice 3 architecture. It uses… Apr 23, 2023 Devin Schumacher