397 citations · 1.7k across the 82 of their papers we have counts for
3 papers · 1 filter
Fast Spectrogram Inversion using Multi-head Convolutional Neural Networks
Sercan O. Arik, Heewoo Jun, Gregory Diamos
We propose the multi-head convolutional neural network (MCNN) architecture for waveform synthesis from spectrograms. Nonlinear interpolation in MCNN is employed with transposed con…
Resource-Efficient Neural Architect
Yanqi Zhou, Siavash Ebrahimi, Sercan Ö. Arık +3
Neural Architecture Search (NAS) is a laborious process. Prior work on automated NAS targets mainly on improving accuracy, but lacks consideration of computational resource use. We…
Neural Voice Cloning with a Few Samples
Sercan O. Arik, Jitong Chen, Kainan Peng +2
Voice cloning is a highly desired feature for personalized speech interfaces. Neural network based speech synthesis has been shown to generate high quality speech for a large numbe…