Masanobu Miura’s research while affiliated with Kunitachi College of Music and other places

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Publications (68)


Procedure for calculating fluctuation strength for marimba tremolo
  • Article

May 2023

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5 Reads

Acoustical Science and Technology

Nozomiko Yasui

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Masanobu Miura

Our previous study described a procedure for calculating fluctuation strength (FS) from tremolo produced with a mandolin. However, the forms of the amplitude envelope on sounds played on the mandolin vary so little that how the forms affect the perception of fluctuation has not yet been investigated. Therefore, we present a procedure for calculating FS by considering the form of the amplitude envelope on a tremolo produced with a marimba, whose forms of the acoustic waveform on the tremolo vary due to the stiffness of the head of the mallet. We obtained acoustic features of a marimba tremolo as a set of parameters and calculated FS using the parameters. We found that the procedure observing three features concerning constant fluctuation, the deviation for time and amplitude, and deformation on the envelope can calculate FS correctly.


An influence of characteristics of amplitude fluctuation on detectability of alert sound of electric powered vehicles

August 2021

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46 Reads

INTER-NOISE and NOISE-CON Congress and Conference Proceedings

The motor sound on electric powered vehicle is quiet at low speeds. Thus, pedestrians have difficulty detecting the vehicles approaching them under urban noise. Although the vehicles were designed to play an alert sound to solve this problem, it has not been solved yet. Our previous studies found that characteristics of amplitude fluctuation, fluctuation frequency, non-periodic fluctuation and amplitude envelope, are effective to make them detect approaching vehicles. However, those studies were investigated under only a specific actual environment, weren't examined validity of detectability in those studies. Here, this paper investigates under another actual environment, examine the validity. Investigations were carried out by using synthesized complex sounds which were designed to have periodic and non-periodic amplitude fluctuations. Those complex sounds have characteristics of amplitude fluctuations in gasoline powered vehicle. Amplitude envelopes such as modulation wave in amplitude-modulated sound were set for deviations for time and amplitude, and amplitude-modulated complex sounds were synthesized using sine wave, sawtooth wave, and rectangle wave. Then, their effects on detectability by pedestrians were assessed in another actual environment. The results found that amplitude fluctuation enhances the ability with which people detect approaching electric powered vehicles in case of some complex sound.




Relationship between frequency characteristic of fluctuated sound and detectability of warning sounds for electrical vehicle

May 2017

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15 Reads

The Journal of the Acoustical Society of America

The sound on electrical vehicle is quiet at low speeds, so pedestrians have difficulty recognizing electrical vehicles approaching them. Those vehicles were designed to play a warning sound to solve this problem. However, it has not been solved yet, and the introduction of warning sounds is broadly discussed on different political levels. It is necessary to design warning sound to concern detectability of approaching electrical vehicle in order to make it easier for pedestrians to recognize the vehicle. Our previous studies investigated detectability of fluctuating sound, and then found that the fluctuation frequency, non-periodic fluctuation and shape of envelope are effective to enable people to recognize approaching vehicles. However, frequency characteristic of fluctuating sound used in those studies was one pattern, namely motor sound. Here, we investigate relationship between frequency characteristic of fluctuated sound and detectability of warning sounds for electrical vehicle. Investigations were carried out by using different fluctuated sounds which were designed to have periodic and non-periodic fluctuations, and their detectability by pedestrians were assessed. The results revealed that the frequency characteristic of fluctuated sound influences the ability with which people detect approaching electrical vehicles.


Analysis of piano performance using an eigenperformance

October 2016

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71 Reads

The Journal of the Acoustical Society of America

Analysis of piano performance has been a great task for musicologists, in particular the “artistic deviation” on performance has been intensively discussed. Introduced here is a method to clarify what occurs on music performance by observing the eigenvector of obtained several piano playings, “Eigenperformance.” The eigenperformance is obtained for MIDI-piano playing from the tendency of onset, MIDI-velocity, duration, and instantaneous tempo curves. Eigenperformance is possible to indicate tendencies for a set of piano playing. By using eigenperformance, here investigates 1) the differences in evaluation criteria between pianists and non-pianists, and 2) the differences of deviations due to player’s skill. For 1), results of simple scale performance show that pianists evaluate short and sudden tempo changes with taking long time in ending notes along with dynamic and temporal expressions based on phrases on sheet music as good, whereas non-pianists never provide such evaluation. For 2), piano etude “For Elise” is dealt with to be investigated by four classes of proficiency. The eigenperformance revealed that the proficient performance shows same patterns of dynamics among first and second sections in sheet music, whereas the novice performance does not show any analogous on corresponding parts in sheet music.


Sixteen types’ chord label estimation from acoustic signal of electric guitar

October 2016

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17 Reads

The Journal of the Acoustical Society of America

It’s difficult to determine an chord label for acoustical signal of musical playing, in particular when playing chords with “omitting”, “inversions,” or “tension voicing” on the guitar. Additionally, “enharmonic equivalence” produces multiple possibilities. This study developed a chord estimation system that deals with an audio signal output from electric guitars considering such techniques. All of the chord types employed in this study are the sixteen patterns frequently used in guitar chord playing. Chord labels are estimated by combination of salient pitch classes (or chroma), and some of them are dealt with as “performed notes” assumed as the member of played chord. Obtained performed notes are input to the “search tree for chord labels” so as to search possible chord labels, by referring chord progression patterns included in the “chord progression database.” Sixteen chord types are triad such as major, minor, aug, dim and sus4, with four-note chords such as 6th, 7th, Maj7, aug7, 7sus4, add9, min6, min7, minMaj7, min7(b5), and dim7. This study investigated appropriate threshold and type of filter used in the judgment of performed note. Results found that chord labels are estimated as 89% of accuracy when using three types of electric guitars.


Automatic arrangement for ensemble music by estimating playing difficulty on instrumentalists

October 2016

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19 Reads

The Journal of the Acoustical Society of America

Since arrangement of sheet music for orchestral ensemble requires a certain musical knowledge and expertise, amateur orchestral musicians often have difficulties when arranging. An automatic arrangement method was proposed by employing Eigenmusic which is a set of eigenvector for many music excerpts, in order to evaluate the similarity among phrases. The difficulty in playing the arranged sheet music, however, was not evaluated; so, whether players feel difficulties on playing, or playability, was out of discussion. This study proposes a method to evaluate the degree how easy to play the phrases on sheet music. This method generates phrases for woodwind instruments using a MIDI database of backing phrases. Each musical phrases selected from the database are allocated to instrumentalists. In turn, the phrases’ playability is evaluated based on instrumentalist’s individual ratings for playing features such as cross-fingering, jumping notes, and so forth. Finally, phrases evaluated as the easiest are conjoined in each instrumentalist. We conducted an experiment to investigate the playability of generated sheet music by musician’s rating. Experimental results showed that the evaluation of playability by proposed method is effective so that proposed method generates easier phrases to play than our previous method.


Real-time emotion control system for polyphonic MIDI musical excerpts

September 2013

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14 Reads

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1 Citation

Acoustical Science and Technology

The article examines a real-time emotion control system for polyphonic MIDI musical excerpts. Users are able to manipulate a pointer in the emotion plane displayed on the system using a wireless controller. The position of the pointer determines the emotion and its intensity in real time, so the performance of SMF excerpts can be continuously changed by moving the pointer in the plane. Users determine the psychological activity by indicating the position on the horizontal axis. The timbre-ID used is determined by observing the neighborhood in terms of brightness on the basis of the position of the pointer. Since this process occurs in the timbre-DB, timbre-IDs are continuously selected on the basis of brightness. This process yields the note number n and velocity value v of an SMF excerpt, and calculates S for a specified note number and velocity in accordance with the pointer position.


Fluctuation strength on real sound: Motorbike exhaust and marimba tremolo

May 2013

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40 Reads

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2 Citations

The Journal of the Acoustical Society of America

Psychoacoustics research has been contributed on evaluating the timbre of acoustic signals. The fluctuation strength (FS) has been respected as the important index which describes the sensory fluctuation of the acoustic signal based on its amplitude, frequency and the combination of them as well. Although FS has been calculated by tremor components on acoustic signals, here points out not only the inappropriateness of the calculation when simply based on literatures but also a method which focuses on the shape of the waveform in order to extract parameters from it, so that the FS is newly calculated by our original method with estimation results of the subjective scores of sensory fluctuation. Signals dealt with are motorbike exhaust sounds and tremolo played by marimba. The developed method is then applied to the design of an electric vehicle approaching sound for pedestrians in order to let pedestrians notice the approaching car without rising up the sensory loudness, on which designed sounds have a fluctuation with irregular pulses proven to give us the sensory fluctuation so that it is expected to be noticeable for pedestrians. This paper discusses the possibility to apply the prestigious psychoacoustic indexes to industrial and artistic sounds.


Citations (31)


... It aims to bridge the gap between humans' understanding of rendering knowledge and computer processing in order to build and develop an interactive and knowledge intensive system. The system in [17] determines a correct chord label by observing "altered" notes. The allocated notes are often reduced, increased and changed to other notes in real musical concerts and compositions. ...

Reference:

A Customizable Mathematical Model for Determining the Difficulty of Guitar Triad Chords for Machine Learning
Chord Label Estimation from Acoustic Signal Considering Difference in Electric Guitars
  • Citing Conference Paper
  • December 2019

... At present, the teaching form of music class in middle schools and elementary schools is fixed [28,29]. However, as students can get more information in these days, the stereotyped teaching form not only affects teachers' enthusiasm for teaching, but also kills students' enthusiasm for music learning [30,31]. ...

An integrated system for learning musical theories from western classical and popular music
  • Citing Article
  • November 2006

The Journal of the Acoustical Society of America

... In addition to voice separation, prior work has explored automatic music arrangement. The primary focus of prior work for automatic music arrangement has been on reduction-mapping musical scores for large ensembles to parts playable by a single specific instrument such as the piano [12][13][14][15][16][17], guitar [18][19][20] or bass [21]. This past work focuses on identifying the least important notes to delete so that the resultant score is playable on a single instrument, whereas our work seeks to preserve the original score in its entirety and satisfy playability for multiple instruments simultaneously. ...

Automatic arrangement for the bass guitar in popular music using principle component analysis
  • Citing Article
  • July 2012

Acoustical Science and Technology

... However, there have been no examples of measuring mandolin-playing movements. Reports on mandolin playing itself are even scarce, and the few that can be found focus on the acoustic aspects of tremolo playing (Yasui, et al., 2012), or vibration characteristics of the mandolin body (Cohen et al., 2003). ...

Procedure for estimating fluctuation strength from tremolo by irregular plucking of mandolin
  • Citing Article
  • April 2012

Acoustical Science and Technology

... have been described [2], and the generation of jazz solos was particularly focused [1, 3, 4]. Models for harmony development and transformation were devised [5, 6, 7, 8] automatic accompaniment systems like the well-known Band-in-a-Box [9] and research studies by [10]. Very few strategies for devising chord voicings, however, have been approached. [11, 12, 13]. These studies focus on the harmonization and voicing calculation of a given melodic line, using a rule-based implementation of jazz chord theory. Although some of the problems and solutions have common aspects, the algorithm here described departs from a very distinct base concept and aim, which impose important differences, na ...

A modular system yielding jazz-style arrangement for a given melody and sequence of chord names
  • Citing Article
  • November 2006

The Journal of the Acoustical Society of America

... Other studies used MIDI recordings (i.e., including key press times, notes played, duration, and key press velocity) thus avoiding the need to extract the performance from noisy audio recordings, and compared the MIDI recordings to the piece they were instructed to play. For example, these techniques have been used to evaluate scales [2,11] or a particular piece [14], by defining a set of features comparing ideal performance to the played piece, and then using k-nearest neighbors (k-NN) to classify the performance (based on training from expert pianists). ...

Evaluation parameters for proficiency estimation of piano based on tendency of moderate performance
  • Citing Article
Asami Nonogaki

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Masanobu Miura

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[...]

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Masuzo Yanagida

... Our current system, that has been revised several times over the original version [27], well judges "syllable name" and "note value" of each tone, estimating singer's "standard f 0 ", or f 0 (Hz) of "Do" in the "movable Do" scale, and local "standard tempo" (number of quarter notes in a minute) in input singing. These functions are necessary for realizing a robust transcription system that can achieve satisfactory performance even in case melodies are sung in free time-varying tempo on a scale on any arbitrary standard f 0 , including cases of time-varying standard f 0 as far as the fluctuation is not so fast nor deep. ...

AUTOMATIC SCORING OF HUMMED SONGS
  • Citing Article

... In our previous study, we developed a procedure for estimating Fluctuation Strength (FS) of a tremolo produced by irregular plucking of a mandolin [1]. Specifically, the fluctuation of a tremolo elicited with only the average plucking rate was called the " 1st fluctuation " , and that elicited with onset and amplitude deviations was called the " 2nd fluctuation " . ...

Fluctuation strength on the mandolin tremolo with the 1st and 2nd fluctuations
  • Citing Article

... Miura et al. have constructed "BDS (Basse Donnée System)" [1,2] that can generate all the allowable solutions for given bass sequences within triads. A series of comparative aesthetic evaluation tests was conducted on each complete set of allowable solutions obtained by BDS for each bass sequence employing students majoring in music as subjects. ...

A CONCEPTUAL DESIGN OF A CAI SYSTEM FOR BASSE DONNÉE IN HARMONY THEORY
  • Citing Article