65 citations · 65 across the 3 of their papers we have counts for
3 papers
Improving Resource-Efficient Speech Enhancement via Neural Differentiable DSP Vocoder Refinement
Heitor R. Guimarães, Ke Tan, Juan Azcarreta +4
Deploying speech enhancement (SE) systems in wearable devices, such as smart glasses, is challenging due to the limited computational resources on the device. Although deep learnin…
Efficient Neural and Numerical Methods for High-Quality Online Speech Spectrogram Inversion via Gradient Theorem
Andres Fernandez, Juan Azcarreta, Cagdas Bilen +1
Recent work in online speech spectrogram inversion effectively combines Deep Learning with the Gradient Theorem to predict phase derivatives directly from magnitudes. Then, phases…
A Machine Hearing System for Robust Cough Detection Based on a High-Level Representation of Band-Specific Audio Features
Jesús Monge-Alvarez, Carlos Hoyos-Barceló, Luis M. San-José-Revuelta +1
Cough is a protective reflex conveying information on the state of the respiratory system. Cough assessment has been limited so far to subjective measurement tools or uncomfortable…