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Grant: Applied Research and Development Grants - Level 1

Centennial College

$25,000.00

Development of an Artificial Intelligence/Machine Learning Application for Automatic Speech/VoiceAuthentication and Transcription System for improved Performance and Accuracy

FY 2021-22

Summary
Avondx has recently developed a biometric voice authentication, voice filtering and transcription systemaddressing the growing need for biometric voice authentication and automatic voice/speech recognitionsystems to provide fast, accurate and secure call center services. It aims to help customer service centers toauthenticate their customer service agents and improve their performance. Their currently used automaticspeech/voice transcription system has been embedded with a Phrase Exchanger to deal with accuracylimitations in transcriber service. The accuracy of speech to text transcription is still one of their majorconcerns, like other speech recognition systems available in the market [6], and it necessitates the developmentand integration of a Natural Language Processing (NLP) based Artificial Intelligence/Machine Learning(AI/ML) solution to further improve semantic and phonetic accuracy along with sentence replacement ratherthan word replacement. To achieve this milestone, Avondx will collaborate with Wearable, Interactive andMobile Technology Access Centre in Health (WIMTACH), Centennial College, to develop an NLP applicationthat scaffold the Phrase Exchanger to recognize and learn from repeated phrases and sentences; and to enhancethe performance of Phonetic Engine, Filter Feature and Language Support Libraries. The proposed project willhelp Avondx to offer highly efficient transcription service to their clients and thereby increase their customerbase and revenue.
Program
Applied Research and Development Grants - Level 1
Location
Ontario, Canada
Recipient Type
Academia
Type
Grant
Source
NSERC's Awards Data

As published

Application id
568491-2021
Name nom
Tyagi, Purnima
Department département
Head Office
Organization id
22209
Institution établissement
Centennial College
Province en
Ontario
Province fr
Ontario
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2021
Competition year année de concours
2021
Award amount
25000
Program id
CARD1
Program name en
Applied Research and Development Grants - Level 1
Program name fr
Subventions de recherche et développement appliquée - niveau 1
Group en
Research partnerships programs
Group fr
Programmes de partenariat
Committee code
1561
Committee name en
Applied Research and Development Grants
Committee name fr
Subventions de recherche et développement appliquée
Area of application code
900
Area of application group en
Commercial services
Area of application group fr
Services commerciaux
Area of application en
Commercial services
Area of application fr
Services commerciaux
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
Installment
inst:1
Partie
1
Nb partie
1
Application title
Development of an Artificial Intelligence/Machine Learning Application for Automatic Speech/VoiceAuthentication and Transcription System for improved Performance and Accuracy
Keyword
NSERC
Application summary
Avondx has recently developed a biometric voice authentication, voice filtering and transcription systemaddressing the growing need for biometric voice authentication and automatic voice/speech recognitionsystems to provide fast, accurate and secure call center services. It aims to help customer service centers toauthenticate their customer service agents and improve their performance. Their currently used automaticspeech/voice transcription system has been embedded with a Phrase Exchanger to deal with accuracylimitations in transcriber service. The accuracy of speech to text transcription is still one of their majorconcerns, like other speech recognition systems available in the market [6], and it necessitates the developmentand integration of a Natural Language Processing (NLP) based Artificial Intelligence/Machine Learning(AI/ML) solution to further improve semantic and phonetic accuracy along with sentence replacement ratherthan word replacement. To achieve this milestone, Avondx will collaborate with Wearable, Interactive andMobile Technology Access Centre in Health (WIMTACH), Centennial College, to develop an NLP applicationthat scaffold the Phrase Exchanger to recognize and learn from repeated phrases and sentences; and to enhancethe performance of Phonetic Engine, Filter Feature and Language Support Libraries. The proposed project willhelp Avondx to offer highly efficient transcription service to their clients and thereby increase their customerbase and revenue.
Centennial College - $25,000 Grant (2021-22) | Canada Spends