Git Product home page Git Product logo

siam-toolkit's Introduction

Image

Implementation of the Single-interval adjustment-matrix (SIAM) procedure

This software can be used to implement single-interval forced choice experiments, such as, e.g., tone-detectione experiments.

Copyright (C) 2019 Marc René Schädler

E-mail: [email protected]

The script "siam.m" provided in this software package implements the SIAM procedure as proposed by Kaernbach (1990) [1]. The other scripts implement a Monte-Carlo simulation to test and optimize the procedure.

Usage

To perform a measurement two additional functions are required: 1) A function that presents a stimulus, i.e., "presentstimulus", and 2) a function to retrieve a response from the subject, e.g., "getanswer".

Example 1

An example is provided in the script "play_example_measurement.m", which implements a simple task, performs the measurement, and visualizes some information of the measurement afterwards.

Example 2

Another example can be found in the code of the hearingaid-prototype repository, where it is used to perform an in-situ measurement of the hearing threshold.

Monte-Carlo simulation

To run the pre-configured Monte-Carlo simulations, just run the script "play_montecarlo_siam.m" with GNU/Octave (or Matlab). The script sets up a virtual answerer which is always presented with the correct answer and stochastically decides on the response based on the configured psychometric function. The simulations can help to test if the SIAM procedure works as expected (which is does not with the parameters proposed in the literature [1]).

References

[1] Kaernbach, C. (1990). A single‐interval adjustment‐matrix (SIAM) procedure for unbiased adaptive testing. The Journal of the Acoustical Society of America, 88(6), 2645-2655. https://doi.org/10.1121/1.399985

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.