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  1. 5 days ago · 01 Jul 2024 (modified: 15 Apr 2017) ICLR 2017 workshop submission Readers: Everyone. Abstract: We present Char2Wav, an end-to-end model for speech synthesis. Char2Wav has two components: a reader and a neural vocoder. The reader is an encoder-decoder model with attention. The encoder is a bidirectional recurrent neural network that accepts text ...

  2. 4 days ago · Grégoire Montavon, Genevieve B. Orr, Klaus-Robert Müller: Neural Networks: Tricks of the Trade - Second Edition. Lecture Notes in Computer Science 7700, Springer 2012, ISBN 978-3-642-35288-1.

  3. 2 days ago · The crucial element is a reparameterization of the variational bound with an independent noise variable, yielding a stochastic objective function which can be jointly optimized w.r.t. variational and generative parameters using standard gradient-based stochastic optimization methods. Theoretical advantages are reflected in experimental results.

  4. 2 days ago · It has been backed by tech industry figures such as Geoffrey Hinton and Yoshua Bengio, who broadly believe that AI could end humanity and must, therefore, be regulated. One of the sponsors of the bill is the Centre for AI Safety which published an open letter stating that the risks posed by AI were just as severe as nuclear wars or another ...

  5. 1 day ago · Deep Learning was thrust into the limelight with advances like Geoffrey Hinton’s deep belief networks and Yoshua Bengio's work on unsupervised pre-training of neural networks, marking the phase of the 'Deep Learning Renaissance'. Deep Learning The Need and Evolution

  6. Jun 26, 2024 · 3D avatar creation plays a crucial role in the digital age. However, the whole production process is prohibitively time-consuming and labor-intensive. To democratize this technology to a larger audience, we propose AvatarCLIP, a zero-shot text-driven framework for 3D avatar generation and animation. Unlike professional software that requires ...