Inspired by the success of deploying deep learning in the fields of Computer Vision and
Natural Language Processing, this learning paradigm has also found its way into the field of …

To assist piano learners with the improvement of their skills, this study investigates
techniques for automatically assessing piano performances based on timbre and pitch …

Disruptive situations are emotionally-charged events diverging from ordinary behavior, like
people fighting or screaming. Public transports are one type of social environment where …

Cell morphology is often used as a proxy measurement of cell status to understand cell
physiology. Hence, interpretation of cell dynamic morphology is a meaningful task in …

Featured Application Fast pitch detection algorithm for the real-time estimation of the
fundamental frequency, optimized for hardware implementation. Abstract This paper …

In this paper, we build up a hybrid neural network (NN) for singing melody extraction from
polyphonic music by imitating human pitch perception. For human hearing, there are two …

This paper focuses on the problem of estimating fundamental frequency from singing voice.
Estimation of fundamental frequency is a well studied topic in the speech research …

Pitch is an important characteristic of speech and is useful for many applications. However, it
is still challenging to estimate pitch in strong noise. In this paper, we propose a joint training …

Accurate pitch estimation in speech signal plays a vital role in several applications. Robust
pitch estimation in telephone speech is still a challenge due to the narrow bandwidth of the …

We propose three techniques to improve speech synthesis based on deep neural network
(DNN). First, at the DNN input we use real-valued contextual feature vector to represent …