(c) 2019 by Alexander Schindler
Alexander Schindler, AIT Austrian Institute of Technology
I am researching audio-visual aspects of music or acoustic information in general. I am currently employed as scientist at the Austrian Institute of Technology (AIT) and part-time as researcher at the Vienna University of Technology. I am specialized in applying deep learning methods to multi-modal approaches to music-related content analysis including music videos or album-art images, as well as sound event detection and audio similarity estimations. My research interests include information retrieval, specifically audio and video retrieval, image processing and machine learning with a focus on deep neural networks.
Website: http://ifs.tuwien.ac.at/~schindler
Twitter: https://twitter.com/Slychief
LinkedIn: https://www.linkedin.com/in/schindleralexander
| Date | Event | Description | Link |
|---|---|---|---|
| 2020-10-16 | Austrian Innovation Forum (AIF 2020) | FAKE NEWS AUF DER SPUR - Ein Forschungsschwerpunkt über Medienmanipulation | more |
| 2020-01-27 | Artificial Intelligence for Safety & Securtiy | Guest lecture at FH St. Pölten. St. Pölten | more |
| 2019-11-28 | International Conference on Creative\Media/Technologies (IConCMT 2020) | Spotlight Workshop on Artificial Intelligence | more |
| 2019-11-25 | AIT Seminar | State of the Art in Fake News Detection (w. Mina Schütz) | more |
| 2019-11-06 | Digital Days Vienna 2019 | Introduction to Artificial Intelligence and its application in Safety & Security | more |
| 2019-10-29 | 30th Vienna Deep Learning Meetup | Fake News. From Shallow to Deep. How to create, detect and fight it. | more |
| 2019-10-18 | Rigorosum, TU-Vienna | Multi-Modal Information Retrieval: Augmenting Audio-Analysis with Visual Computing for Improved Music Video Analysis | more |
| 2019-09-06 | CBMI, Dublin | Paper presentation: Multi-Task Music Representation Learning from Multi-Label Embeddings. (Best Student Paper awarded) | more |
| 2019-05-24 | Innovationslehrgang Data Science und Deep Learning (iDSDL) | Deep Learning Application Examples | more |
| 2019-04-26 | Innovationslehrgang Data Science und Deep Learning (iDSDL) | Deep Learning Software Tools and Frameworks | more |
| 2019-03-13 | Vienna Cyber Security Days 2019 | Invited talk: "Artificial Intelligence & Security" | more |
| 2019-01-30 | Innovationslehrgang TechFM4.0 | KI Methoden Einführung / Grundlagen experimentellen Designs | more |
| 2019-01-09 | Multimedia Modelling (MMM2019) | Paper presentation "Large-scale audio-visual video analytics platform for forensic investigations of terroristic attacks" | more |
| 2019-01-09 | Multimedia Modelling (MMM2019) | Poster presentation "On the unsolved problem of shot boundary detection for music videos" | more |
| 2018-12-19 | Intelligent Audio and Music Analysis (Lecture at TU-Vienna) | Lecture notes "Acoustic Scene Classification and Event Detection" | more |
| 2018-09-23 | 19th International Society for Music Information Retrieval Conference (ISMIR 2018) | Tutorial: "Deep Learning for MIR" | more |
| 2018-09-06 | 2nd International summer school on "Deep Learning and Visual Data Analysis" | Introduction to Music Information Retrieval and Deep Learning for music and audio | more |
| 2018-09-04 | Innovationslehrgang Data Science und Deep Learning (iDSDL) | From Computational Thinking to Experiment Design to Data Centered Programming | more |
| 2018-07-11 | ERCIM Journal | Article "Contextualized Conversational Systems" | more |
| 2018-06-25 | Austro-European Security Research Innovation Days inkl. 8. KIRAS-Fachtagung | Invited Poster presentation "FLORIDA" | more |
| 2018-06-22 | 1st Austrian Music Information Retrieval Workshop | Presentation "Music Video Infomration Retrieval" | more |
| 2018-06-07 | Vienna Deep Learning Meetup | Talk "Computer Vision - Then and now" | more |
| 2018-03-23 | Machine Learning Prague (ML-Prague) | Workshop: "Deep Learning for Music Classification using Keras" | more |
| 2017-11-16 | Detection and Classification of Acoustic Scenes and Events Workshop (DCASE2017) | Poster presentation "Multi Temporal resolution Convolutional Neural Networks for Acoustic Scene Classification" | more |
| 2017-07-11 | BirdCLEF / LifeCLEF 2017 | Paper "A Multi-modal Deep Neural Network approach to Bird-song identification" | more |
| 2017-06-08 | Forum Media Technology (FMT2017) | Paper presentation "Fashion and Apparel Classification using Convolutional Neural Networks" | more |
| 2017-05-16 | TU-Vienna Lecture | Advanced Information Retrieval | more |
| 2017-02-23 | Music Information Retrieval Evaluation Exchange (MIREX2017) | Technical Report / Challenge Submission "Parallel Convolutional Neural Networks for Music Genre and Mood Classification" | more |
| 2016-11-23 | Forum Media Technology (FMT2016) | Paper "Comparing Shallow versus Deep Neural Network Architectures for Automatic Music Genre Classification" | more |
| 2016-10-25 | ACM Transactions on Intelligent and Interactive Systems (TIST) | Journal Paper "Harnessing Music related Visual Stereotypes for Music Information Retrieval" | more |
| 2016-10-25 | EuroMED Conference 2016 | Paper presentation "The Europeana Music Information Retrieval Prototype" | more |
| 2016-03-16 | TU-Wien COCOS Workshop | Talk "Music Information Retrieval" | more |
| 2016-02-23 | Joint Seminar between Austria (FWF) and Taiwan (MOST): Culture- and Location-aware Music Recommendation and Retrieval | Talk "Cross-Cultural Music Perception and Retrieval" | more |
| 2016-02-22 | Joint Seminar between Austria (FWF) and Taiwan (MOST): Culture- and Location-aware Music Recommendation and Retrieval | Talk "Music Video Information Retrieval" | more |
| 2016-08-31 | Detection and Classification of Acoustic Scenes and Events Workshop (DCASE2016) | Poster presentation "CQT-based Convolutional Neural Networks for Audio Scene Classification and Domestic Audio Tagging" | more |
| 2015-07-27 | Haus der Musik | Talk "Sound & Audio-Visuals" | more |
| 2015-07-10 | OCG Journal | Article "Klingende Bausteine für die Industrie" | more |
| 2018-04-13 | ERCIM Journal | Article "MusicBricks: Connecting Digital Creators to the Internet of Music Things" | more |
| 2015-03-25 | European Conference on Information Retrieval (ECIR2015) | Poster presentation "An Audio-Visual Approach to Music Genre Classification through Affective Color Features" | more |
| 2015-03-01 | Europeana Sounds Project | Score Following / Audio to Score alignment from scanned score using Optical Music Recognition (OMR) in Python | more |
| 2013-10-11 | Computer Music, Modelling and Retrieval (CMMR2013) | Poster presentation "A Music Video Information Retrieval Approach to Artist Identification" | more |
| 2013-09-06 | Open Research Challenges in Digital Preservation (ORC2013) | Paper presentation "Towards Objective Quality Assessment in Digotal Collections" | more |
| 2012-10-24 | International Workshop on Adaptive Multimedia Retrieval (AMR2012) | Poster presentation "Capturing the Temporal Domain in Echonest Features for Improved Classification Effectiveness" | more |
| 2012-10-08 | International Society for Music Information Retrieval Conference (ISMIR 2012) | Poster presentation "Facilitating Comprehensive Benchmarking Experiments on the Million Song Dataset" | more |
| 2011-10-28 | International Society for Music Information Retrieval Conference (ISMIR 2011) | Poster presentation "Million Song Dataset inetegration into the Clubmixer Framework" | more |
| 2010-10-24 | International Workshop on Adaptive Multimedia Retrieval (AMR2010) | Paper presentation "Clubmixer: A Presentation Platform for MIR Projects" | more |