Grant: Engage Grants Program
Acadia University
$24,500.00
Improved automatic pronunciation feedback for English learners
FY 2015-16
Summary
Fundy Language Analytics, Inc. is a young Nova Scotia company which is developing a novel software product
to help language students learn English. The primary goal of the product is to supplement the one-on-one
learning of the student by providing speech exercises with automated feedback. This automated feedback is in
the form of detecting and highlighting words which are pronounced incorrectly. The prototype software can
already detect a limited class of pronunciation errors, however, the company needs to extend the functionality
of the speech detection system. One critical limitation is that feedback is simply a pass/fail (i.e. either you said
the word correctly, or you didn't). This diminishes the quality of feedback for language learners and also limits
the software's ability to automate error correction. For example, once a problem is detected and well
understood, videos of correct pronunciation could be provided that get to the core problem that the learner is
having. The company doesn't have the expertise to add the needed ability to score the errors.
In this new partnership, Dr. Franklin Mendivil, Department of Mathematics and Statistics will bring his
expertise in applied image and signal analysis, to bear on Fundy Language Analytics' challenge to provide more
functionality to the prototype. He will work closely with the company to build in the ability of the speech
detection algorithm to determine how close the student is to speaking a word correctly, and then give them
richer feedback based on this knowledge.
Program
Engage Grants Program
Recipient
Location
Nova Scotia, Canada
Recipient Type
Academia
Type
Grant
Source
NSERC's Awards Data
As published
Application id
488458-2015
Name nom
Mendivil, Franklin
Department département
Mathematics and Statistics
Organization id
78
Institution établissement
Acadia University
Province en
Nova Scotia
Province fr
Nouvelle-Écosse
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2015
Competition year année de concours
2015
Award amount
24500
Program id
EGP
Program name en
Engage Grants Program
Program name fr
Programme de subventions d'engagement partenariat
Group en
Research partnerships programs
Group fr
Programmes de partenariat
Committee code
1551
Committee name en
Atlantic Internal Decision Committee
Committee name fr
Comité de décision interne pour l'Atlantique
Area of application code
801
Area of application group en
Information and communication services
Area of application group fr
Services d'information et de télécommunications
Area of application en
Computer software
Area of application fr
Logiciel
Research subject code
2801
Research subject group en
Artificial intelligence
Research subject group fr
Intelligence artificielle
Research subject en
Natural language and speech understanding
Research subject fr
Langage naturel et reconnaissance de la parole
Partie
1
Nb partie
1
Application title
Improved automatic pronunciation feedback for English learners
Keyword
NSERC
Application summary
Fundy Language Analytics, Inc. is a young Nova Scotia company which is developing a novel software product
to help language students learn English. The primary goal of the product is to supplement the one-on-one
learning of the student by providing speech exercises with automated feedback. This automated feedback is in
the form of detecting and highlighting words which are pronounced incorrectly. The prototype software can
already detect a limited class of pronunciation errors, however, the company needs to extend the functionality
of the speech detection system. One critical limitation is that feedback is simply a pass/fail (i.e. either you said
the word correctly, or you didn't). This diminishes the quality of feedback for language learners and also limits
the software's ability to automate error correction. For example, once a problem is detected and well
understood, videos of correct pronunciation could be provided that get to the core problem that the learner is
having. The company doesn't have the expertise to add the needed ability to score the errors.
In this new partnership, Dr. Franklin Mendivil, Department of Mathematics and Statistics will bring his
expertise in applied image and signal analysis, to bear on Fundy Language Analytics' challenge to provide more
functionality to the prototype. He will work closely with the company to build in the ability of the speech
detection algorithm to determine how close the student is to speaking a word correctly, and then give them
richer feedback based on this knowledge.