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An interdisciplinary review of music performance analysis
A musical performance renders an acoustic realization of a musical score or other
representation of a composition. Different performances of the same composition may vary …
representation of a composition. Different performances of the same composition may vary …
Deep learning approaches in topics of singing information processing
Singing, the vocal productionof musical tones, is one of the most important elements of
music. Addressing the needs of real-world applications, the study of technologies related to …
music. Addressing the needs of real-world applications, the study of technologies related to …
[PDF][PDF] Performance Assessment Technologies for the Support of Musical Instrument Learning.
Recent technological developments are having a significant impact on musical instruments
and singing voice learning. A proof is the number of successful software applications that …
and singing voice learning. A proof is the number of successful software applications that …
Perceptual evaluation of singing quality
A perceptually valid automatic singing evaluation score could serve as a complement to
singing lessons, and make singing training more reachable to the masses. In this study, we …
singing lessons, and make singing training more reachable to the masses. In this study, we …
Evaluation framework for automatic singing transcription
In this paper, we analyse the evaluation strategies used in previous works on automatic
singing transcription, and we present a novel, comprehensive and freely available …
singing transcription, and we present a novel, comprehensive and freely available …
Perception-aware attack: Creating adversarial music via reverse-engineering human perception
Previous adversarial audio attacks have mainly focused on ensuring the effectiveness of
attacking an audio signal classifier via creating a small noise-like perturbation on the …
attacking an audio signal classifier via creating a small noise-like perturbation on the …
Elucidate gender fairness in singing voice transcription
It is widely known that males and females typically possess different sound characteristics
when singing, such as timbre and pitch, but it has never been explored whether these …
when singing, such as timbre and pitch, but it has never been explored whether these …
SiPTH: Singing transcription based on hysteresis defined on the pitch-time curve
In this paper, we present a method for monophonic singing transcription based on hysteresis
defined on the pitch-time curve. This method is designed to perform note segmentation even …
defined on the pitch-time curve. This method is designed to perform note segmentation even …
Automatic assessment of student rhythmic pattern imitation performances
In this study, we present an automatic performance assessment system for a student's
rhythmic pattern imitation. The system compares the student's performance recording with a …
rhythmic pattern imitation. The system compares the student's performance recording with a …
[PDF][PDF] Learn by Referencing: Towards Deep Metric Learning for Singing Assessment.
The excellence of human singing is an important aspect of subjective, aesthetic perception
of music. In this paper, we propose a novel approach to tackle Automatic Singing …
of music. In this paper, we propose a novel approach to tackle Automatic Singing …