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Thesis draft 6 Final.pdf (485.74 KB)

ETD Abstract Container

Abstract Header

Airwaves: A Broadcasting Web Application Supplemented by a Neural Network Transcription Model

Robeson, Aaron
http://orcid.org/0000-0003-1168-2740
http://rave.ohiolink.edu/etdc/view?acc_num=ouhonors155603038153628

Abstract Details

2019, Bachelor of Science (BS), Ohio University, Computer Science.
This accompanying document describes the background, research, and process of creating a web application called Airwaves from the ground up. Spanning from the original concept, to the final working implementation. The purpose of Airwaves is to facilitate interpersonal audio communication and content presentation. The foundational components of the application are: A backend server that provides an API endpoint to the frontend, handles audio processing and delivery, and interfaces with the transcription model. A frontend that provides a straightforward and pleasant user experience for both content creators and consumers. And a transcription model that is capable of transcribing a single speaker audio sample into corresponding text. Together, these components should deliver a user experience that lowers the bar of entry to the market of audio content creation. Justification for the project’s commercial viability stems from the success of radio and podcasts as content mediums, as well as the tendency for more versatile and more accessible internet services replacing traditional media structures. The above combined with Airwaves’ ability and plan to target live content and interactivity are what make this project novel.
Razvan Bunescu (Advisor)
31 p.
Computer Science; Entrepreneurship
machine learning; deep learning; transcription; audio; web application; software engineering

Recommended Citations

Citations

  • Robeson, A. (2019). Airwaves: A Broadcasting Web Application Supplemented by a Neural Network Transcription Model [Undergraduate thesis, Ohio University]. OhioLINK Electronic Theses and Dissertations Center. http://rave.ohiolink.edu/etdc/view?acc_num=ouhonors155603038153628

    APA Style (7th edition)

  • Robeson, Aaron. Airwaves: A Broadcasting Web Application Supplemented by a Neural Network Transcription Model. 2019. Ohio University, Undergraduate thesis. OhioLINK Electronic Theses and Dissertations Center, http://rave.ohiolink.edu/etdc/view?acc_num=ouhonors155603038153628.

    MLA Style (8th edition)

  • Robeson, Aaron. "Airwaves: A Broadcasting Web Application Supplemented by a Neural Network Transcription Model." Undergraduate thesis, Ohio University, 2019. http://rave.ohiolink.edu/etdc/view?acc_num=ouhonors155603038153628

    Chicago Manual of Style (17th edition)

ouhonors155603038153628
271
© 2019, all rights reserved.
This open access ETD is published by Ohio University Honors Tutorial College and OhioLINK.
Release 3.2.13