M. Sc. Oleg Akhtiamov
Research
PhD Thesis
Research Interests
- Machine Learning
- Dialogue Systems
- Data Analysis
- Text Classification
O. Akhtiamov, I. Siegert, A. Karpov and W. Minker
Using Complexity-Identical Human-and Machine-Directed Utterances to Investigate Addressee Detection for Spoken Dialogue Systems
Sensors, Vol. 20, Num. 9, pp. 2740, May 2020
Link to Document
DOI
Bibtex
O. Akhtiamov, D. Fedotov and W. Minker
A Comparative Study of Classical and Deep Classifiers for Textual Addressee Detection in Human-Human-Machine Conversations
International Conference on Speech and Computer (SPECOM), Springer, pp. 20-30, 2019
Bibtex
O. Akhtiamov, I. Siegert, A. Karpov and W. Minker
Cross-Corpus Data Augmentation for Acoustic Addressee Detection
20th Annual SIGdial Meeting on Discourse and Dialogue, ACL, Stockholm, Sweden, pp. 274–283, 2019
Link to Document
Bibtex
O. Akhtiamov and V. Palkov
Gaze, Prosody and Semantics. Relevance of Various Multimodal Signals to Addressee Detection in Human-Human-Computer Conversations
20th International Conference on Speech and Computer (SPECOM 2018), Springer, Leipzig, Germany, 2018
Bibtex
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
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
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
Annual Conference of the International Speech Communication Association (INTERSPEECH 2017), Stockholm, Sweden, 2017
Bibtex
O. Akhtiamov, R. Sergienko and W. Minker
An Approach to off-Talk Detection based on Text Classification within an Automatic Spoken Dialogue System
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
R. Sergienko, O. Akhtiamov, E. Semenkin and A. Schmitt
A novel approach to neural network design for natural language call routing
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
In Progress / Completed
Master Thesis
Contextual Addressee Selection and Response Prediction in Multi-Party Conversations for Spoken Dialogue Systems (Euler Program)
2019
Master Thesis
Cross-Corpus Data Augmentation for Acoustic Addressee Detection (Euler Program)
2019
Master Thesis
Deep Learning for Text-Based Addressee Detection (Euler Program)
2018
Master Thesis
Gaze Direction Monitoring for Video-Based Addressee Detection (Euler Program)
2018
Master Thesis
Deep Neural Network Applications for Acoustic Off-Talk Detection within an Automatic Spoken Dialogue System (Euler Program)
2017
Master Thesis
N-Gram-Based Approaches to Text Processing for Off-Talk Detection in Automatic Spoken Dialogue Systems (Euler Program)
2017
Bachelor Thesis
Implementation and Testing of Feature Selection Methods for Off-Talk Detection Based on Text Classification
2016
Link to Document
Bachelor Thesis
Implementation and Testing of Feature Transformation Methods for Off-Talk Detection Based on Text Classification
2016
Link to Document
Bachelor Thesis
Implementation and Testing of the Rocchio Algorithm for 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.