000			02451nam a22003137a 4500
003			OSt
005			20250710134454.0
008			250709b |||||||| |||| 00| 0 eng d
040			_aTUPM _bEnglish _cTUPM _dTUPM _erda
050			_aBTH QA 76 _bG84 2025
100			_aGuevarra, Elizabeth M. _eauthor
245			_aEz minutes: _bMinutes of the meeting transcriber/ _cElizabeth M. Guevarra, Bryan Aiman O. Manalaysay, Alexander G. Rosete, and Kyle Vencel P. So.--
260			_aManila: _bTechnological University of the Philippines, _c2025.
300			_aix, 82pages: _c29cm.
336			_2rdacontent
337			_2rdamedia
338			_2rdacarrier
500			_aBachelor's thesis
502			_aCollege of Science.-- _bBachelor of science in computer science: _cTechnological University of the Philippines, _d2025.
504			_aIncludes bibliographic references and index.
520			_aThis study aimed to develop a system that automatically extracts and generates a structured meeting summary from recorded meeting sessions in both audio and video format. The primary goal of the application is to streamline the process of meeting documentation by automating transcription, agenda/topic identification, and summarization into a well-organized minutes document. This research supported both English and Filipino languages, and code-switched combinations of both that will prove to be a big help for meetings held academically and professionally in the Philippines. The system made use of the following tools to ensure it carries out its goals and objectives: FFmpeg for audio extraction, Faster Whisper for speech-to-text transcriptions, Pyannote for speaker diarization, FastText for language identification, a Language Model (LM) by META, Llama 3.1 8b, for agenda detection with other principles for LM and NLP to make the generation of meeting minutes possible, feasible, and accurate. The system was evaluated using the ISO 25010 criteria in terms of the system's functional stability, performance efficiency, usability, reliability, and maintainability. The system was graded with an acceptability rating of 3.42 that is interpreted as "Highly Acceptable".
650			_aComputer science
650			_aProgramming
650			_aSpeech-to-text transcriptions
700			_aManalaysay, Bryan Aiman O. _eauthor
700			_aRosete, Alexander G. _eauthor
700			_aSo, Kyle Vencel P. _eauthor
942			_2lcc _cBTH COS _n0
999			_c30238 _d30238