search query: @supervisor Kurimo, Mikko / total: 15
reference: 6 / 15
« previous | next »
Author:MacĂ­as Ojeda, Antonio
Title:Speaker Diarization
Publication type:Master's thesis
Publication year:2014
Pages:ix + 30      Language:   eng
Department/School:Perustieteiden korkeakoulu
Main subject:Machine Learning and Data Mining   (SCI3015)
Supervisor:Kurimo, Mikko
Instructor:
Electronic version URL: http://urn.fi/URN:NBN:fi:aalto-201412033122
OEVS:
Electronic archive copy is available via Aalto Thesis Database.
Instructions

Reading digital theses in the closed network of the Aalto University Harald Herlin Learning Centre

In the closed network of Learning Centre you can read digital and digitized theses not available in the open network.

The Learning Centre contact details and opening hours: https://learningcentre.aalto.fi/en/harald-herlin-learning-centre/

You can read theses on the Learning Centre customer computers, which are available on all floors.

Logging on to the customer computers

  • Aalto University staff members log on to the customer computer using the Aalto username and password.
  • Other customers log on using a shared username and password.

Opening a thesis

  • On the desktop of the customer computers, you will find an icon titled:

    Aalto Thesis Database

  • Click on the icon to search for and open the thesis you are looking for from Aaltodoc database. You can find the thesis file by clicking the link on the OEV or OEVS field.

Reading the thesis

  • You can either print the thesis or read it on the customer computer screen.
  • You cannot save the thesis file on a flash drive or email it.
  • You cannot copy text or images from the file.
  • You cannot edit the file.

Printing the thesis

  • You can print the thesis for your personal study or research use.
  • Aalto University students and staff members may print black-and-white prints on the PrintingPoint devices when using the computer with personal Aalto username and password. Color printing is possible using the printer u90203-psc3, which is located near the customer service. Color printing is subject to a charge to Aalto University students and staff members.
  • Other customers can use the printer u90203-psc3. All printing is subject to a charge to non-University members.
Location:P1 Ark Aalto  2461   | Archive
Keywords:speech
speaker
recognition
diarization
Abstract (eng):In this thesis we document the development of a system to perform Speaker Diarization, that is, automatically trying to identify who spoke when in a conversation or any other piece of speech with several speakers.
The intended usage is to be able to provide this functionality for broadcast news, with data provided by the Finnish broadcasting company YLE under the Next Media programme, financed by TEKES, the Finnish Funding Agency for Technology and Innovation.

Another goal is to produce a system compatible with existing Aalto University speech recognition software, in order to open the door to future improvements and research.

The produced system, a newly implementation of established methods, with the parameters we determined were the best for our use case, obtains a performance that is very close to current stat-of-the-art systems, while still being compatible with the existing speech recognition software of the Aalto University and having a reasonable speed performance.
Further improvements to the system are being made as we speech, opening the door to more research options.
ED:2014-12-21
INSSI record number: 50207
+ add basket
« previous | next »
INSSI