Reference number : 172-2018-2019-Q3-914004, amendment number : , agreement type : C, recipient legal name : Frettable Inc., recipient country : CA, recipient province : AB, recipient city : Edmonton|Edmonton, recipient postal code : T5Z 0C9, program name english : Industrial Research Assistance Program – Contributions to Firms, program name french : Programme d’aide à la recherche industrielle – Contributions aux entreprises, program purpose english : The purpose of IRAP Contributions to Firms is to support research, development, adoption and/or adaptation of innovative or technology-driven new or improved products, services or processes in Canada up to their commercialization, program purpose french : Le PARI, par le biais des Contributions aux entreprises, vise à appuyer la recherche, le développement, l’adaptation et/ou l’adoption au Canada de produits, de services ou de processus novateurs ou axés sur des technologies nouvelles ou améliorées, et ce jusqu’à leur commercialisation, agreement title english : Instrument Transcription Data Synthesis Using Hypersampled Instruments, agreement title french : Synthèse de données de transcription d'instruments à l'aide d'instruments hypersamplifiés, agreement number : 914004, agreement value : 55000.0, agreement start date : 2018-10-01, agreement end date : 2019-08-31, description english : Instrument transcription is the process of automatically transforming audio recordings of instruments to MIDI (file containing notes performed) and sheet music. Gathering training data for instrument transcription machine learning algorithms is an expensive and time-consuming process and there are no publicly available datasets to use. This project will focus on a software framework for automating dataset generation by synthesizing digital sheet music for training purposes. These synthesized datasets will then be used to train a guitar and piano machine learning transcriber, which will be evaluated on real instrument audio recorded in studio., description french : Synthèse de données de transcription d'instruments à l'aide d'instruments hypersamplifiés, expected results english : The purpose of IRAP Contributions to Firms is to support research, development, adoption and/or adaptation of innovative or technology-driven new or improved products, services or processes in Canada up to their commercialization, expected results french : Le PARI, par le biais des Contributions aux entreprises, vise à appuyer la recherche, le développement, l’adaptation et/ou l’adoption au Canada de produits, de services ou de processus novateurs ou axés sur des technologies nouvelles ou améliorées, et ce jusqu’à leur commercialisation, additional information english : nan, additional information french : nan, owner organization : nrc-cnrc, owner organization title : National Research Council Canada | Conseil national de recherches Canada