Literature DB >> 34149987

A Hearing Test Simulator GUI for clinical testing of speech recognition.

Serkan Tokgoz1, Stephanie Tittle2, Linda Thibodeau2, Issa Panahi2.   

Abstract

This paper presents an overview of a useful MATLAB based GUI for speech recognition testing to evaluate the subjects' ability in noisy environments with different SNR values. With this software package, stimuli are presented and the examiner is able to identify which words are correctly perceived. Test data can be collected in various conditions to measure the performance as signal-to-noise ratio or signal processing varies. From the subjects' responses, word recognition rates can be saved by the examiner according to different noise types such as babble, traffic, machinery, and white noise. Additionally, the speech recognition tests are completed through repeated testing cycles. Word recognition scores are saved into the database for later use purpose and analysis. This computer aided simulation makes a reliable and cost effective way to create real environmental conditions for clinical testing. Our MATLAB based GUI addresses the needs of both clinical evaluation and engineering.

Year:  2018        PMID: 34149987      PMCID: PMC8211555          DOI: 10.1121/2.0001412

Source DB:  PubMed          Journal:  Proc Meet Acoust


  7 in total

Review 1.  Behavioral Validation of the Smartphone for Remote Microphone Technology.

Authors:  Stephanie Tittle; Linda M Thibodeau; Issa Panahi; Serkan Tokgoz; Nikhil Shankar; Gautam Shreedhar Bhat; Kashyap Patel
Journal:  Semin Hear       Date:  2020-12-16

2.  A Browser-Server-Based Tele-audiology System That Supports Multiple Hearing Test Modalities.

Authors:  Jianchu Jason Yao; Daoyuan Yao; Gregg Givens
Journal:  Telemed J E Health       Date:  2015-04-28       Impact factor: 3.536

3.  Efficient Modeling of Acoustic Feedback Path in Hearing Aids by Voice Activity Detector-Supervised Multiple Noise Injections.

Authors:  Parth Mishra; Serkan Tokgoz; Issa M S Panahi
Journal:  Annu Int Conf IEEE Eng Med Biol Soc       Date:  2018-07

4.  An individualized super-Gaussian single microphone Speech Enhancement for hearing aid users with smartphone as an assistive device.

Authors:  Chandan K A Reddy; Nikhil Shankar; Gautam S Bhat; Ram Charan; Issa Panahi
Journal:  IEEE Signal Process Lett       Date:  2017-09-11       Impact factor: 3.109

5.  Using web services to realize remote hearing assessment.

Authors:  Jianchu Yao; Yongbo Wan; Gregg D Givens
Journal:  J Clin Monit Comput       Date:  2009-11-11       Impact factor: 2.502

6.  Frequency-based multi-band adaptive compression for hearing aid application.

Authors:  Kashyap Patel; Issa M S Panahi
Journal:  Proc Meet Acoust       Date:  2020-06-22
  7 in total

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