Lakomkin's publications with Knowledge Technology

Author: Title: Year:

Include master thesis, manuals...

 

(11 publications found during search )
1  
 
Publications in 2019
Predictive Auxiliary Variational Autoencoder for Representation Learning of Global Speech Characteristics
Sebastian Springenberg , Egor Lakomkin , Cornelius Weber , Stefan Wermter
The 20th Annual Conference of the International Speech Communication Association (INTERSPEECH 2019) , doi: 10.21437/Interspeech.2019-2845 - Sep 2019 Open Access
Incorporating End-to-End Speech Recognition Models for Sentiment Analysis
Egor Lakomkin , Mohammad Ali Zamani , Cornelius Weber , Sven Magg , Stefan Wermter
2019 IEEE International Conference on Robotics and Automation (ICRA) , pages 7976--7982, doi: 10.1109/ICRA.2019.8794468 - May 2019
Publications in 2018
Combining Articulatory Features with End-to-end Learning in Speech Recognition
Leyuan Qu , Cornelius Weber , Egor Lakomkin , Johannes Twiefel , Stefan Wermter
Proceedings of the International Conference on Artificial Neural Networks (ICANN) , doi: 10.1007/978-3-030-01424-7_49 - Oct 2018
On the Robustness of Speech Emotion Recognition for Human-Robot Interaction with Deep Neural Networks
Egor Lakomkin , Mohammad Ali Zamani , Cornelius Weber , Sven Magg , Stefan Wermter
Proceedings of the International Conference on Intelligent Robots , pages 854--860, doi: 10.1109/IROS.2018.8593571 - Oct 2018 Open Access
The OMG-Emotion Behavior Dataset
Pablo Barros , Nikhil Churamani , Egor Lakomkin , Henrique Siqueira , Alexander Sutherland , Stefan Wermter
Proceedings of the International Joint Conference on Neural Networks (IJCNN 2018) , pages 1408--1414, doi: 10.48550/arXiv.1803.05434 - Jul 2018
EmoRL: Real-time Acoustic Emotion Classification using Deep Reinforcement Learning
Egor Lakomkin , Mohammad Ali Zamani , Cornelius Weber , Sven Magg , Stefan Wermter
Proceedings of the International Conference on Robotics and Automation (ICRA) , pages 4445--4450, doi: 10.1109/ICRA.2018.8461058 - May 2018
Image-to-Text Transduction with Spatial Self-Attention
Sebastian Springenberg , Egor Lakomkin , Cornelius Weber , Stefan Wermter
Proceedings of the 26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) , pages 43--48, - Apr 2018
KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos
Egor Lakomkin , Cornelius Weber , Sven Magg , Stefan Wermter
Proceedings of the Conference on Empirical Methods in Natural Language Processing , pages 90--95, doi: 10.18653/v1/D18-2016 - Jan 2018 Open Access
Publications in 2017
Reusing Neural Speech Representations for Auditory Emotion Recognition
Egor Lakomkin , Cornelius Weber , Sven Magg , Stefan Wermter
Proceedings of the Eighth International Joint Conference on Natural Language Processing , Volume 1, pages 423--430, doi: 10.48550/arXiv.1803.11508 - Nov 2017 Open Access
GradAscent at EmoInt-2017: Character- and Word-Level Recurrent Neural Network Models for Tweet Emotion Intensity Detection
Egor Lakomkin , Chandrakant Bothe , Stefan Wermter
Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis at EMNLP-2017 , pages 169--174, doi: 10.18653/v1/W17-5222 - Sep 2017 Open Access
Automatically augmenting an emotion dataset improves classification using audio
Egor Lakomkin , Cornelius Weber , Stefan Wermter
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics , Volume 2, pages 194--197, doi: 10.48550/arXiv.1803.11506 - Apr 2017