M. Sc. Oleg Akhtiamov

Research

PhD Thesis

Embedded Aigaion Query

Domain Detection for Adaptive Spoken Dialogue System Design

Research Interests

  • Machine Learning
  • Dialogue Systems
  • Data Analysis
  • Text Classification

Publications

Embedded Aigaion Query 2018

O. Akhtiamov and V. Palkov
Gaze, Prosody and Semantics. Relevance of Various Multimodal Signals to Addressee Detection in Human-Human-Computer Conversations
Proceedings of the 20th International Conference on Speech and Computer (SPECOM 2018), Springer, Leipzig, Germany, 2018
Bibtex

2017

O. Akhtiamov, D. Ubskii, E. Feldina, A. Pugachev, A. Karpov and W. Minker
Are You Addressing Me? Multimodal Addressee Detection in Human-Human-Computer Conversations
Proceedings of the 19th International Conference on Speech and Computer (SPECOM 2017), Springer, Hatfield, UK, 2017
Bibtex

A. Pugachev, O. Akhtiamov, A. Karpov and W. Minker
Deep Learning for Acoustic Addressee Detection in Spoken Dialogue Systems
Proceedings of the Conference on Artificial Intelligence and Natural Language (AINL 2017), Springer, Saint Petersburg, Russia, 2017
Bibtex

O. Akhtiamov, M. Sidorov, A. Karpov and W. Minker
Speech and Text Analysis for Multimodal Addressee Detection in Human-Human-Computer Interaction
Proceedings of the Annual Conference of the International Speech Communication Association (INTERSPEECH 2017), Stockholm, Sweden, 2017
Bibtex

2016

O. Akhtiamov, R. Sergienko and W. Minker
An Approach to off-Talk Detection based on Text Classification within an Automatic Spoken Dialogue System
Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2016), Lisbon, Portugal, Vol. 2, pp. 288-293, July 2016
Link to Document
Bibtex

2015

R. Sergienko, O. Akhtiamov, E. Semenkin and A. Schmitt
A novel approach to neural network design for natural language call routing
Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2015), Colmar, France, Vol. 01, pp. 102 - 109, July 2015
Link to Document
Bibtex

MSc/BSc Topics

In Progress / Completed

Embedded Aigaion Query 2017

M. aster Thesis
N-gram-based approaches to text processing for off-talk detection in automatic spoken dialogue systems (Euler program)
2017

2016

B. achelor Thesis
Implementation and testing of a feature selection method for the off-talk detection based on text classification
2016
Link to Document

B. achelor Thesis
Implementation and testing of a feature transformation method for the off-talk detection based on text classification
2016
Link to Document

B. achelor Thesis
Implementation and testing of the Rocchio algorithm for the off-talk detection based on text classification
2016
Link to Document

Open Topics

For open topics for Diploma, Master or Bachelor Theses and Studienarbeiten, please come and see me in my office or write an e-mail.

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Research Assistant