Glasovni asistent temeljen na umjetnoj inteligenciji

undergraduate thesis

• Title (english): Voice assistant based on artificial intelligence
• Author: Bruno Petković
• Mentor: Radovan Zentner (mentor)
• Committee member: Radovan Zentner (predsjednik povjerenstva)
• Committee member: Krešimir Malarić (član povjerenstva)
• Committee member: Dina Šimunić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2024-07-08, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Projekt obuhvaća izradu glasovnog asistenta temeljenog na umjetnoj inteligenciji. Rad se sastoji od dva dijela: treniranje neuralne mreže i implementacija funkcionalnosti. Neuralna mreža je izgrađena uz pomoć Python modula Pytorch te trenirana na napisanom setu za treniranje. Funkcija neuralne mreže jest od korisničkog govora dobiti ključnu riječ kategorije kojoj korisnička naredba pripada. Funkcionalnosti uključuju postavljanje odbrojavača, alarma, kreiranje to-do liste, kreiranje i uklanjanje zadataka sa to-do liste, riješavanje matematičkih izraza, dohvaćanje trenutnih vremenskih uvjeta nad odabranim gradom... Konačni proizvod omogućuje korisnicima intuitivan i koristan način da si olakšaju neke dnevne poslove.

Abstract (english)

The project involves the creation of an AI-based voice assistant. The work consists of two parts: training a neural network and implementing functionalities. The neural network is built using the Python module PyTorch and trained on a custom training dataset. The function of the neural network is to extract the keyword category from the user's speech command. The functionalities include setting a timer, setting an alarm, creating a to-do list, adding and removing tasks from the to-do list, solving mathematical expressions, retrieving current weather conditions for a selected city... The final product provides users with an intuitive and useful way to simplify some daily tasks.

• Keywords: python; glasovni asistent; neuronska mreža; umjetna inteligencija; api
• Keywords (english): python; voice assistant; neural network; artificial intelligence; api
• Language: croatian
• URN:NBN: urn:nbn:hr:168:134337
• Study programme: Title: Computing; Study programme type: university; Study level: undergraduate; Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2024-10-12 21:51:05