565 citations · 2.3k across the 35 of their papers we have counts for
3 papers · 1 filter
AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech
Brian Patton, Yannis Agiomyrgiannakis, Michael Terry +3
Developers of text-to-speech synthesizers (TTS) often make use of human raters to assess the quality of synthesized speech. We demonstrate that we can model human raters' mean opin…
CNN Architectures for Large-Scale Audio Classification
Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis +10
Convolutional Neural Networks (CNNs) have proven very effective in image classification and show promise for audio. We use various CNN architectures to classify the soundtracks of…
Trainable Frontend For Robust and Far-Field Keyword Spotting
Yuxuan Wang, Pascal Getreuer, Thad Hughes +2
Robust and far-field speech recognition is critical to enable true hands-free communication. In far-field conditions, signals are attenuated due to distance. To improve robustness…