Supervised Master’s Theses

  1. Gunter Spahn (Diplomarbeit, TUM, 12/2000): Natürlichsprachliche Navigation in virtuellen Welten
  2. Stephan Reiter (Diplomarbeit, TUM, 06/2002): Automatische Emotionserkennung aus der sprachlichen und berührsensitiven Interaktion
  3. Ting-Yap Tong (Diplomarbeit, TUM, 02/2003): Music Retrieval by probabilistic contextual integration of hummed, written, and spoken query
  4. Florian Hörger (Diplomarbeit, TUM, 09/2003): Evaluierung von Merkmalen und Klassifikationsansätzen in der akustischen Emotionserkennung
  5. Juan Wang (Diplomarbeit, TUM, 12/2003): Usability based design of a multimodal Music Information Retrieval interface
  6. Ronald Müller (Diplomarbeit, TUM, 12/2003): Einsatz Bayes’scher Netze zur Interpretation von Benutzeraktionen
  7. Martin Hadersdorfer (external Diplomarbeit with BMW AG, TUM, 04/2004): Entwicklung eines Benutzermodells zur adaptiven Parametrisierung von ACC
  8. Yuping Shi (Diplomarbeit, TUM, 09/2004): Automatische Melodieerkennung in polyphonen Audiodateien
  9. Raquel Jiménez Villar (Diplomarbeit, TUM, 09/2004): Speech Emotion Recognition Combining Acoustic Features and Language Information
  10. Thomas Mikschl (Diplomarbeit, TUM, 07/2006): Funktionalbasierte Zeitreihenanalyse in der audiovisuellen Mustererkennung
  11. Ricardo Minguez (Diplomarbeit, TUM, 07/2007): Feature Space Optimization for Paralinguistic Speech Analysis Tasks
  12. Naijiang Lu (Diplomarbeit, TUM, 09/2007): Speaker and Noise Adaptation in Acoustic Emotion Recognition (Sprecher- und Störgeräuschadaption in akustischer Emotionserkennung)
  13. Florian Dibiasi (Diplomarbeit, TUM, 09/2007): Audiothumbnailing unter Verwendung von Harmonie- und Rhythmusinformation (Audiothumbnailing incorporating Harmony- and Rhythmstructure)
  14. Hermann Anton Karl (Diplomarbeit, TUM, 11/2007): Anwendung von Sprachmodellen in der musikalischen Progressionserkennung (Language Modeling in the Recognition of Musical Chord Progressions)
  15. Jin Yao (Master Thesis, TUM, 02/2008): Speech-based Emotion Recognition in Medical Operations (Sprachbasierte Emotionserkennung in Medizinischen Operationen)
  16. Martin Wöllmer (Diplomarbeit, TUM, 02/2008): Speech Enhancement and Switching Models for Noise Robust Speech Recognition (Speech Enhancement und Switching Models zur störrobusten Spracherkennung)
  17. Florian Eyben (Diplomarbeit, TUM, 02/2008): Detection of Non-Verbals and Disfluencies in Conversational Speech (Erkennung von Nonverbalen Ereignissen und Hesitationen in natürlichsprachlichen Dialogen)
  18. Yuan Ma (Diplomarbeit, TUM, 03/2008): Robust Emotion Recognition from Reverberated Speech
  19. Josef Zwack (Master Thesis, TUM, 04/2008): Semantic and Contextual Analysis for the Recognition of Affect in Spontaneous Speech (Semantische und kontextuelle Analyse für die Erkennung von Affekt in Spontansprache)
  20. Sebastian Kopp (Master Thesis, TUM, 04/2008): Ground Truth Modeling in Automatic Interest Recognition from Speech
  21. Xiaodi Wang (Master Thesis, TUM, 04/2008): Boosted Performance in Acoustic Paralinguistics Recognition by Word Models and Locally Optimized Feature Spaces
  22. Cong Hui (Diplomarbeit, TUM, 05/2008): Multi-Instance Learning for Acoustic Frame-Level Modelling of Interest
  23. Peter Grosche (Diplomarbeit, TUM, 05/2008): Polyphonic Automatic Music Transcription based on Real Audio (Polyphone Automatische Transkription Originaler Musikaufnahmen)
  24. Christoph Scheuermann (Diplomarbeit, TUM, 07/2008): Noise-Robust Automatic Speech Recognition in Medical Operating Room Environments (Störrobuste Spracherkennung im Operationssaal)
  25. Tobias Knaup (Diplomarbeit, TUM, 02/2009): Comparing Linguistic Analysis based on Online Knowledge Sources and Bags-of-N-Grams for Movie Review Valence Estimation
  26. Fabian Heinemann (Diplomarbeit, TUM, 04/2009): Automatic Chord Labelling in Original Recordings with Long Short-Term Memory Recurrent Neural Networks
  27. Yang Sun (Diplomarbeit, TUM, 07/2009): A Tandem BLSTM-DBN Architecture for Robust In-Car Spelling Recognition
  28. Haroon Jacob (Diplomarbeit, TUM, 07/2009): Linguistic Sentence Modality Recognition in Conversational Speech
  29. Yunpeng Sun (Diplomarbeit, TUM, 09/2009): Sentence Modality Recognition in Conversational Speech by Combined Acoustic and Linguistic Property Analysis (Erkennung des Satzyps in Gesprächen an Hand akustischer und linguistischer Merkmale)
  30. Felix Weninger (external Diplomarbeit with Informatik 12 TUM 11/2009): Applications of Non-Negative Matrix Factorization in Speech Processing
  31. Benedikt Gollan (Diplomarbeit, TUM, 12/2009): An Audible Demonstrator for Music Information Retrieval Experiencing
  32. Xiaohua Zhang (Diplomarbeit, TUM, 10/2010): Alternative Features for Acoustic Modeling
  33. Christian Landsiedel (external Master Thesis with KTH Stockholm, Sweden 10/2010): Syllabification of Conversational Speech
  34. Erik Marchi (external Master Thesis with Università Politecnica delle Marche, Ancona, Italy, 01/2011): Noise Robust Acoustic Modeling for Conversational Agents
  35. Duc Bui Tran (Diplomarbeit, TUM, 12/2012): Robustness of Interest and Intoxication Recognition in Prototype Systems
  36. Johannes Bergmann (Master Thesis, TUM, 05/2013): Implementation of Recurrent Neural Networks on Multi-Core Architectures
  37. Giacomo Ferroni (Master Thesis with Università Politecnica delle Marche, Ancona, Italy 09/2013): Advanced Music Signal Processing for Onset Detection
  38. Markus Maier (Diplomarbeit with the German Heart Center / Deutsches Herzzentrum, TUM, 08/2013): Kinect integration into a biofeedback system for children under rehabilitation.
  39. Bernd Huber (Master Thesis, TUM): Mobile Audio Sensing
  40. Johanna Böhm (Master Thesis, University of Passau, 09/2014): Automatic Recognition of Perceived Singing Quality
  41. Marius Telespan (Undergraduate Individual Project, Imperial College London, 06/2014): Audio Watermarking based on Empirical Mode Decomposition and Beat Detection
  42. Jonathan Roitgrund (Undergraduate Individual Project, Imperial College London, 06/2014): A combined ASR and VAD approach to long audio alignment in movies
  43. Vincent Thiberville (MSc Individual Project, Imperial College London, 09/2014): Musical Key Detection
  44. Douglas Gray (MSc Individual Project, Imperial College London, 09/2014): Transcription and instrument recognition of multi-instrumental music using NMF
  45. Fabio Versperini(Master Thesis with Università Politecnica delle Marche, Ancona, Italy): In-home Acoustic Event Detection by using LSTM and/or DNN
  46. Florian Groß (Master Thesis, TUM, 07/2014): Driver Intention Prediction from Fleet Data
  47. Nikhil George Jacob (external Master Thesis with Fraunhofer IIS Erlangen/Germany): Optimization of Speech Coding Algorithms at Low Bit Rates
  48. Vasileios Vryniotis (MSc Individual Project, Imperial College London, 09/2014): Sentiment Analysis and the importance of Neutral Class
  49. Prerna Arora (Master Thesis with University of Paderborn, TUM, 02/2015): Multi-cultural Analysis of the Effect of Autism Spectrum Condition on Emotional Speech
  50. Jiayun Ding (Individual Project MSc, Imperial College London, 02/2015): A mobile app for detecting symptoms of depression from facial expressions and voice
  51. Sixuan Yang (Individual Project MSc, Imperial College London, 02/2015): Convolutional Neural Networks for Audio Analysis
  52. Rob Brekelmans (Individual Project MSc, Imperial College London, 05/2015): Classifying Emotion from Brain Activity using Machine Learning Methods
  53. Andrea Michi (Individual Project MSc, Imperial College London, 11/2015): Deep Learning Accents of L2 English Speakers for Corrective Feedback Presentation
  54. Christian Nkinsi (Individual Project MSc, Imperial College London, 11/2015): Convolutional Neural Networks for Audio Analysis
  55. Max Rasmusen (Individual Project MSc, Imperial College London, 11/2015): Convolutional Neural Networks for Audio Analysis
  56. Sinduran Sivarajan (Individual Project MSc, Imperial College London, 11/2015): Automatic animal sound classification and retrieval
  57. Dharmesh Tailor (Individual JMC Project MSc, Imperial College London, 12/2015): Dynamic Active Learning for Emotional Speech Recognition
  58. Noppawee Apichonpongpan (Individual Project MSc, Imperial College London, 03/2016): Machines Learning with Personality and Emotion
  59. Chris Cheung (Individual Project MSc, Imperial College London, 03/2016): Voice-to-Instrument Conversion
  60. William McGehee (Individual Project MSc, Imperial College London, 03/2016): Speaker Diarisation with Deep Neural Networks
  61. Angharad Thomas (Individual Project MSc, Imperial College London, 03/2016): Understanding music with deep learning
  62. Katsushi Minamizono (Individual Project MSc, Imperial College London, 03/2016): Development of a novelty detection method for audio data
  63. Romain Sabathé (Individual Project MSc, Imperial College London, 03/2016): Music analysis using deep learning techniques
  64. Félix Mézičre (Individual Project MSc, Imperial College London, 03/2016): Analysing and Generating electronic music with machine learning techniques
  65. Yifan Liu (Individual Project MSc, Imperial College London, 03/0216): Holistic Audio Analysis
  66. Gerhard Hagerer (external Master’s Thesis with audEERING GmbH, TUM, 05/2016): Integrierte Sprachaktivitätserkennung und Sprecherüberlappungserkennung mit GPU beschleunigten Long Short-Term Memory Rekurrenten Neuronalen Netzen
  67. Sebastian Scheffel (Master Thesis, University of Passau, 06/2016): Recurrent and Convolutional Neural Networks for Drone Noise Detection and Elimination
  68. Chan, Chun (JMC Individual Project MSc, Imperial College London, 03/0217): Deep Learning for Mobile Health: Depression Monitoring on the Smartphone
  69. Meng, Feiyu (Individual Project MSc, Imperial College London, 03/0217): Emotion Recognition with Long-term User Adaptation and Machines Learning with Personality and Emotion
  70. Zhang, Jiehao (Individual Project MSc, Imperial College London, 03/0217): Convolutional Neural Networks for Audio Analysis
  71. Liu, Boqing (Individual Project MSc, Imperial College London, 03/0216): Speaker Diarisation and Deep Learning for Mobile Health: Depression Monitoring on the Smartphone
  72. Wang, Jianhong (Individual Project MSc, Imperial College London, 03/0216): Automatic animal sound classification and retrieval
  73. Michael Freitag  (Master Thesis, University of Passau, 09/2017): Learning Meaningful Representations of Audio with Deep Neural Networks
  74. Nithin Thomas (Master Thesis, University of Passau, 09/2017): Enhancing acoustic based human trait recognition using intermediate features
  75. Revathi Sadanand (Master Thesis, University of Passau, 09/2017): Feature set optimisation for multi-linqual emotion recognition
  76. Mashood Tanveer (Master Thesis, University of Passau, 09/2017):  End-to-end Audio-based Laughter Detection
  77. Romeo Döring (Master Thesis, University of Passau, 09/2017): Collecting and Analysing Spoken Language for an Emotionally Intelligent Operating Room
  78. Ali Noureldine (Master Thesis, University of Passau, 09/2017): Multimodal sentiment analysis using neural network
  79. Sahib Jyot Singh Julka (Master Thesis, University of Passau, 09/2017): Convolutional Recurrent Neural Networks for Rare Acoustic Event Detection

 

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