Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Regression Toward the Mean01:52

Regression Toward the Mean

7.1K
Regression toward the mean (“RTM”) is a phenomenon in which extremely high or low values—for example, and individual’s blood pressure at a particular moment—appear closer to a group’s average upon remeasuring. Although this statistical peculiarity is the result of random error and chance, it has been problematic across various medical, scientific, financial and psychological applications. In particular, RTM, if not taken into account, can interfere when...
7.1K
Multiple Regression01:25

Multiple Regression

4.0K
Multiple regression assesses a linear relationship between one response or dependent variable and two or more independent variables. It has many practical applications.
Farmers can use multiple regression to determine the crop yield based on more than one factor, such as water availability, fertilizer, soil properties, etc. Here, the crop yield is the response or dependent variable as it depends on the other independent variables. The analysis requires the construction of a scatter plot...
4.0K
Lewis Acids and Bases02:33

Lewis Acids and Bases

48.4K
In 1923, G. N. Lewis proposed a generalized definition of acid-base behavior in which acids and bases are identified by their ability to accept or to donate a pair of electrons and form a coordinate covalent bond.
A coordinate covalent bond (or dative bond) occurs when one of the atoms in the bond provides both bonding electrons. For example, a coordinate covalent bond occurs when a water molecule combines with a hydrogen ion to form a hydronium ion. A coordinate covalent bond also results when...
48.4K
Predicting Molecular Geometry02:27

Predicting Molecular Geometry

46.0K
VSEPR Theory for Determination of Electron Pair Geometries
46.0K
Acid-Base Titration Curves02:23

Acid-Base Titration Curves

141.5K
A titration curve is a plot of some solution property versus the amount of added titrant. For acid-base titrations, solution pH is a useful property to monitor because it varies predictably with the solution composition and, therefore, may be used to monitor the titration’s progress and detect its endpoint. Acid-base titration can be performed with a strong acid and a strong base, a strong acid and a weak base, or a strong base and a weak acid.
For a titration carried out for 25.00 mL of...
141.5K
Correlation and Regression00:53

Correlation and Regression

3.5K
In statistics, correlation describes the degree of association between two variables. In the subfield of linear regression, correlation is mathematically expressed by the correlation coefficient, which describes the strength and direction of the relationship between two variables. The coefficient is symbolically represented by 'r' and ranges from -1 to +1. A positive value indicates a positive correlation where the two variables move in the same direction. A negative value suggests a...
3.5K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Hearing Impairments in People With Intellectual Disabilities: A Prospective Cohort Study on Prevalence and Healthcare Utilization.

Deutsches Arzteblatt international·2026
Same author

Exploring and Overcoming Challenges for Efficient Audiological Testing in Children Under 5 Years of Age-Screening with Otoacoustic Emissions.

Audiology research·2026
Same author

Effectiveness of an online interval group therapy for children with developmental language disorders: protocol for a randomised controlled intervention study.

BMJ open·2026
Same author

A computationally efficient music processing algorithm for cochlear implants based on an auditory adaptation model.

JASA express letters·2026
Same author

Clinical Diagnostics After Failed Hearing Screening in People With Intellectual Disabilities Do Not Often Take Place.

Journal of intellectual disability research : JIDR·2026
Same author

Cerebral organoids expressing mutant actin genes reveal cellular mechanism underlying microcephaly.

EMBO reports·2025

Related Experiment Video

Updated: Feb 7, 2026

Assessing the Effects of Music Listening on Psychobiological Stress in Daily Life
07:17

Assessing the Effects of Music Listening on Psychobiological Stress in Daily Life

Published on: February 2, 2017

13.8K

Music complexity prediction for cochlear implant listeners based on a feature-based linear regression model.

Anil Nagathil1, Jan-Willem Schlattmann1, Katrin Neumann2

  • 1Institute of Communication Acoustics, Ruhr-Universität Bochum, Bochum, 44780, Germany.

The Journal of the Acoustical Society of America
|August 5, 2018
PubMed
Summary

This study developed a model to predict music complexity for cochlear implant (CI) users, finding that higher complexity correlates with lower music preference. This aids in developing better music experiences for CI users.

More Related Videos

Systematic Hearing Performance Evaluation Process for Adolescents with Cochlear Implantation at Early Ages
06:04

Systematic Hearing Performance Evaluation Process for Adolescents with Cochlear Implantation at Early Ages

Published on: March 24, 2023

846
Driving Under the Influence: How Music Listening Affects Driving Behaviors
07:25

Driving Under the Influence: How Music Listening Affects Driving Behaviors

Published on: March 27, 2019

13.1K

Related Experiment Videos

Last Updated: Feb 7, 2026

Assessing the Effects of Music Listening on Psychobiological Stress in Daily Life
07:17

Assessing the Effects of Music Listening on Psychobiological Stress in Daily Life

Published on: February 2, 2017

13.8K
Systematic Hearing Performance Evaluation Process for Adolescents with Cochlear Implantation at Early Ages
06:04

Systematic Hearing Performance Evaluation Process for Adolescents with Cochlear Implantation at Early Ages

Published on: March 24, 2023

846
Driving Under the Influence: How Music Listening Affects Driving Behaviors
07:25

Driving Under the Influence: How Music Listening Affects Driving Behaviors

Published on: March 27, 2019

13.1K

Area of Science:

  • Auditory Neuroscience
  • Signal Processing
  • Psychoacoustics

Background:

  • Cochlear implants (CI) users often experience difficulties perceiving music.
  • Understanding music complexity perception in CI users is crucial for improving auditory rehabilitation.

Purpose of the Study:

  • To develop a predictive model for music complexity as perceived by CI users.
  • To investigate the relationship between music complexity, perception, and preference in CI users.

Main Methods:

  • CI and normal-hearing (NH) listeners rated music pieces on complexity and other scales.
  • A linear principal component regression model was trained using CI listener ratings and acoustic features.
  • The model was validated using cross-validation and an independent dataset with CI music preference scores.

Main Results:

  • Significant differences in music complexity ratings were observed between CI and NH listeners.
  • A strong negative correlation was confirmed between music complexity and music preference in CI users.
  • The developed model showed a clear linear relationship with CI music preference scores.

Conclusions:

  • The proposed model offers a first step towards an objective evaluation of music processing for CI users.
  • This research contributes to understanding music perception in individuals with hearing loss.
  • Findings can inform the design of improved music programs and signal processing strategies for CI technology.