Signal Processing and Speech Communication Laboratory
home › people › Martin Hagmüller

Martin Hagmüller

Room number
IDEG078
Telephone number
  • office: +43 316 873 - 4377
Position
Senior Researcher
Email
hagmueller@tugraz.at
Research interests

Speech Signal Processing, Disordered Voice Processing, Augmented Speech Communication, Inclusive and Barrier-Free Communication, Hearing Aids, Medical Acoustics, Biological Acoustics, Automatic Speech Recognition, Ethics

Download CV

2024 - present: Member of the TU Graz ethics board

2016 - present: Member of BioTechMed Graz

2014 - present: Deputy General Secretary of the Austrian Acoustics Association

2009 - present: Senior Scientist at the Signal Processing and Speech Communication Laboratory, Graz University of Technology

12/2006 - 2012: National Coordinator for the European COST Action 2103 “Advanced Voice Function Assessment”

09/2005-11/2006: Parental leave

2003 - 2009: Doctoral studies in Electrical Engineering at Graz University of Technology

2002 - 2009: Research Assistant at the Signal Processing and Speech Communication Laboratory, Graz University of Technology

1994 - 2001: Diploma of Engineering Studies in EE/Sound Engineering at the Graz University of Technology (TU Graz)and the University of Music and Dramatic Arts in Graz (KUG)

Research Programs
Research Topics
Research Projects
Courses
Student Projects
PhD Theses
Publications
  • Conference paper Dumitru V., Boehm M., Hagmüller M. & Schuppler B. (2024) Speechcake. in 20th Conference on Natural Language Processing, KONVENS 2024 (pp. 303-308). [more info]
  • Conference paper Dumitru V., Boehm M., Hagmüller M. & Schuppler B. (2024) Version Control for Speech Corpora. in 20th Conference on Natural Language Processing, KONVENS 2024 (pp. 303-308). [more info]
  • Journal article Lienhart W., Strasser L., Hagmüller M., Ainhirn F., Bolzer A., Hötzendorfer G., Wischenbarth G., Kainz A., Maier K., Samhaber N. & Schicketmüller C. (2024) Development and validation of a third party intrusion detection software based on DAS measurement data. in Elektrotechnik und Informationstechnik, 141(7), p. 692-700. [more info] [doi]
  • Journal article Fragner S., Pfeifenberger L., Hagmüller M. & Pernkopf F. (2024) Dataset of directional room impulse responses for realistic speech data. in Data in Brief, 53. [more info] [doi]
  • Journal article Pokorny F., Linke J., Seddiki N., Lohrmann S., Gerstenberger C., Haspl K., Feiner M., Hagmüller M., Schuppler B., Kubin G., Gugatschka M. & Eyben F. (2024) VocDoc, what happened to my voice? Towards automatically capturing vocal fatigue in the wild. in Biomedical Signal Processing and Control, 88(B). [more info] [doi]
  • Abstract Schuppler B., Kelterer A. & Hagmüller M. (2023) 10 Years of GRASS development: Experiences from annotating a large corpus of conversational Austrian German.. [more info]
  • Conference paper Hagmüller M., Linke J., Lohrmann S., Pokorny F. & Schuppler B. (2023) An acoustic analysis of vowels to predict voice changes in a long reading task. in 13th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications (pp. 23-26). [more info] [doi]
  • Conference paper Zieliński K., Grzelec M. & Hagmüller M. (2022) Humanizing bionic voice. in 23rd Annual Conference of the International Speech Communication Association (pp. 1953-1954). [more info]
  • Conference paper Krusic L., Schuppler B., Hagmüller M. & Kopeinik S. (2021) Exploring Gender Bias in Austrian Education: Seeing What Students are Exposed to. in 19th STS Conference: Critical Issues in Science, Technology and Society Studies (pp. 243- 262). [more info] [doi]
  • Abstract Krusic L., Schuppler B., Hagmüller M. & Kopeinik S. (2021) Gender representation in Austrian EFL schoolbooks and university viewbooks.. [more info]
  • Conference paper Klimashevskaia A., Geiger B., Hagmüller M., Helic D. & Fischer F. (2020) "To be or not to be central" - On the Stability of Network Centrality Measures in Shakespeare's "Hamlet". in 15th Annual International Conference of the Alliance of Digital Humanities Organizations. [more info]
  • Journal article Aichinger P., Hagmüller M., Schneider-Stickler B., Schoentgen J. & Pernkopf F. (2018) Tracking of Multiple Fundamental Frequencies in Diplophonic Voices. in IEEE/ACM Transactions on Audio Speech and Language Processing, 26(2), p. 330-341. [more info] [doi]
  • Conference paper Hagmüller M., Fuchs A. & Bath C. (2017) Participatory enquiry for a bionic voice. (pp. 35-38). [more info]
  • Conference paper Messner E., Hagmüller M. & Pernkopf F. (2017) Impact of Airflow Rate on Amplitude and Regional Distribution of Normal Lung Sounds.. [more info]
  • Journal article Schuppler B., Hagmüller M. & Zahrer A. (2017) A corpus of read and conversational Austrian German. in Speech Communication, 94, p. 62-74. [more info] [doi]
  • Conference paper Messner E., Hagmüller M., Swatek P., Smolle-Juttner F. & Pernkopf F. (2017) Respiratory airflow estimation from lung sounds based on regression. in 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing (pp. 1123-1127). [more info] [doi]
  • Journal article Aichinger P., Hagmüller M., Roesner I., Schneider-Stickler B., Schoentgen J. & Pernkopf F. (2017) Fundamental Frequency Tracking in Diplophonic Voices. in Biomedical Signal Processing and Control, 37, p. 69-81. [more info] [doi]
  • Journal article Aichinger P., Roesner I., Leonhard M., Schneider-Stickler B., Denk-Linnert D., Bigenzahn W., Fuchs A., Hagmüller M. & Kubin G. (2017) Comparison of an audio-based and a video-based approach for detecting diplophonia. in Biomedical Signal Processing and Control, 31, p. 576–585. [more info] [doi]
  • Abstract Aichinger P., Schneider-Stickler B., Hagmüller M. & Schoentgen J. (2016) Acoustic detection of diplophonia among other types of dysphonia.. [more info]
  • Abstract Aichinger P., Schneider-Stickler B. & Hagmüller M. (2016) Terminology of voice phenomena related to diplophonia.. [more info]
  • Conference paper Messner E., Hagmüller M., Swatek P. & Pernkopf F. (2016) A Robust multichannel lung sound recording device. in 9th International Conference on Biomedical Electronics and Devices, BIODEVICES 2016 - Part of 9th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2016 (pp. 34-39). [more info]
  • Journal article Pessentheiner H., Hagmüller M. & Kubin G. (2016) Localization and characterization of multiple harmonic sources. in IEEE/ACM Transactions on Audio Speech and Language Processing, 24(8), p. 1348-1363. [more info] [doi]
  • Journal article Fuchs A., Hagmüller M. & Kubin G. (2016) The New Bionic Electro-Larynx Speech System. in IEEE Journal on Selected Topics in Signal Processing, 10(5), p. 952-961. [more info] [doi]
  • Journal article Aichinger P., Hagmüller M., Roesner I., Bigenzahn W., Schneider-Stickler B. & Schoentgen J. (2016) Diplophonia Disturbs Jitter and Shimmer Measurement. in Folia Phoniatrica et Logopaedica, 68(1), p. 22-28. [more info] [doi]
  • Conference paper Pessentheiner H., Pichler T. & Hagmüller M. (2016) AMISCO: The Austrian German Multi-Sensor Corpus. in International Conference on Language Resources and Evaluation. [more info]
  • Journal article Aichinger P., Roesner I., Schneider-Stickler B., Leonhard M., Denk-Linnert D., Bigenzahn W., Fuchs A., Hagmüller M. & Kubin G. (2016) Towards Objective Voice Assessment: The Diplophonia Diagram. in Journal of Voice. [more info] [doi]
  • Conference paper Aichinger P., Hagmüller M., Roesner I., Bigenzahn W., Schneider-Stickler B., Schoentgen J. & Pernkopf F. (2015) Measurement of fundamental frequencies in diplophonic voices. in 9th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications (pp. 21-24). [more info]
  • Conference paper Aichinger P., Hagmüller M., Roesner I., Bigenzahn W., Schneider-Stickler B. & Schoentgen J. (2015) Differentiating Diplophonia from other Types of Severe Dysphonia by Acoustic Analysis. in Pan European Voice Conference (pp. 34-34). [more info]
  • Conference paper Aichinger P., Hagmüller M., Roesner I., Bigenzahn W., Schneider-Stickler B., Schoentgen J. & Pernkopf F. (2015) Measurement of Fundamental Frequencies in Diplophonic Voice. in 9th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications (pp. 21-24). [more info]
  • Conference paper Messner E., Pessentheiner H., Cordovilla J. & Hagmüller M. (2015) Adaptive Differential Microphone Arrays used as a Front-End for an Automatic Speech Recognition System. in 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing (pp. 2689-2693). [more info]
  • Conference paper Aichinger P., Schneider-Stickler B., Bigenzahn W., Hagmüller M., Sontacchi A. & Schoentgen J. (2015) Assessment and Psychoacoustic Modelling of Auditory Streams in Diplophonic Voice. in 9th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications (pp. 135-138). [more info]
  • Conference paper Fuchs A., Amon C. & Hagmüller M. (2015) Speech/Non-Speech Detection for Electro-Larynx Speech Using EMG. in Biosignals - 8th International Conference on Bio-Inspired and Signal Processing (BIOSIGNALS 2015) (pp. 138-144). [more info]
  • Conference paper Pfeifenberger L., Schrank T., Zöhrer M., Hagmüller M. & Pernkopf F. (2015) Multi-channel speech processing architectures for noise robust speech recognition: 3rd CHiME Challenge results. in 2015 IEEE Workshop on Automatic Speech Recognition & Understanding (pp. 452 - 459). [more info]
  • Conference paper Fuchs A., Conter M., Wehr R., Hagmüller M. & Pessentheiner H. (2015) Anwendung von Beamforming für Vorbeifahrtsmessungen. in DAGA 2015 - 41. Jahrestagung für Akustik (pp. 173-176). [more info]
  • Conference paper Aichinger P., Roesner I., Schneider-Stickler B., Leonhard M., Denk-Linnert D., Bigenzahn W., Fuchs A., Hagmüller M. & Kubin G. (2015) Towards Objective Voice Assessment: The Diplophonia Diagram. in The Voice Foundation Annual Symposium (pp. 55-56). [more info]
  • Conference paper Cordovilla J., Pessentheiner H., Hagmüller M., Gonzales J. & Kubin G. (2014) CVX-Optimized Beamforming and Vector Taylor Series Compensation with German ASR Employing Star-Shaped Microphone Array. in IberSpeech 2014 (pp. 148-157). [more info] [doi]
  • Conference paper Fuchs A., Hagmüller M. & Kubin G. (2014) Artificial Fundamental Frequency Contour for Electro-Larynx Speech. in DAGA 2014 - 40. Jahrestagung für Akustik (pp. 507-508). [more info]
  • Conference paper Schuppler B., Hagmüller M., Cordovilla J. & Pessentheiner H. (2014) GRASS: The Graz Corpus of Read and Spontaneous Speech. in 9th International Conference on Language Resources and Evaluation (pp. 1465-1470). [more info]
  • Conference paper Cristoforetti L., Ravanelli M., Omologo M., Sosi A., Abad A., Hagmüller M. & Maragos P. (2014) The DIRHA simulated corpus. in 9th International Conference on Language Resources and Evaluation (pp. 2629-2634). [more info]
  • Conference paper Zehetner A., Hagmüller M. & Pernkopf F. (2014) Wake-Up-Word Spotting for Mobile Systems. (pp. x-x). [more info]
  • Conference paper Cordovilla J., Pessentheiner H., Hagmüller M. & Kubin G. (2014) Room Localization for Distant Speech Recognition. in 15th International Conference on Spoken Language Processing (pp. 2450-2453). [more info]
  • Conference paper Cordovilla J., Hagmüller M., Pessentheiner H. & Kubin G. (2014) Distant speech recognition in reverberant noisy conditions employing a microphone array. in 22nd European Signal Processing Conference (pp. 2380-2384). [more info]
  • Poster Fuchs A., Hagmüller M. & Kubin G. (2014) Artificial Fundamental Frequency Contour for Electro-Larynx Speech.. [more info]
  • Poster Hagmüller M. & Zehetner A. (2014) Wake-Up-Word Spotting for Mobile Systems.. [more info]
  • Conference paper Aichinger P., Roesner I., Schneider-Stickler B., Bigenzahn W., Feichter F., Fuchs A., Hagmüller M. & Kubin G. (2013) Spectral Analysis of Laryngeal High-Speed Videos: Case Studies on Diplophonic and Euphonic Phonation. in 8th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications (pp. 81-84). [more info]
  • Conference paper Mowlaee Beikzadehmahaleh P., Cordovilla J., Pernkopf F., Pessentheiner H., Hagmüller M. & Kubin G. (2013) The 2nd CHiME Speech Separation and Recognition Challenge: Approaches on Single-Channel Speech Separation and Model-Driven Speech Enhancement. (pp. X-X). [more info]
  • Conference paper Fuchs A., Cordovilla J. & Hagmüller M. (2013) ASR for Electro-Laryngeal Speech. in IEEE Workshop on Automatic Speech Recognition & Understanding. [more info]
  • Conference paper Aichinger P., Schneider-Stickler B., Bigenzahn W., Fuchs A., Geiger B., Hagmüller M. & Kubin G. (2013) Double pitch marks in diplophonic voice. in 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing (pp. xx-xx). [more info]
  • Conference paper Fuchs A. & Hagmüller M. (2013) A German Parallel Electro-Larynx Speech -- Healthy speech corpus. in 8th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications (pp. 55-58). [more info]
  • Conference paper Cordovilla J., Pessentheiner H., Hagmüller M., Mowlaee Beikzadehmahaleh P., Pernkopf F. & Kubin G. (2013) A German distant speech recognizer based on 3D beamforming and harmonic missing data mask.. in 39. Deutsche Jahrestagung für Akustik (pp. 2049-2052). [more info]
  • Poster Fuchs A., Cordovilla J. & Hagmüller M. (2013) ASR for Electro-Laryngeal Speech.. [more info]
  • Conference paper Fuchs A. & Hagmüller M. (2012) Learning an Artificial F0-Contour for ALT speech. in International Conference on Spoken Language Processing (pp. 758-761). [more info]
  • Patent Hagmüller M. & Kubin G. (2010) Methode zur Trennung von Signalpfaden und Anwendung auf die Verbesserung von Sprache mit Elektro-Larynx.. [more info]
  • Journal article Faundez-Zanuy M., Lucena-Molina J. & Hagmüller M. (2010) Speech watermarking: An approach for the forensic analysis of digital telephonic recordings. in Journal of Forensic Sciences, 55(4), p. 1080-1087. [more info] [doi]
  • Conference paper Jochum C., Reiner P. & Hagmüller M. (2009) Comparison of Excitation Signals for an Electronic Larynx. in 6th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications (pp. 161-164). [more info]
  • Doctoral Thesis Hagmüller M. (2009) Speech Enhancement for Disordered and Substitution Voices.. [more info]
  • Conference paper Faundez-Zanuy M. & Hagmüller M. (2007) Sistema de marcas de agua para mejorar la vulnerabilidad de sistemas de reconocimiento de locutores. in Ill Congreso da sociedade espanola de acustica forense (pp. 167-181). [more info]
  • Conference paper Hagmüller M. (2007) PITCH CONTOUR FROM FORMANTS FOR ALARYNGEAL SPEECH. in 5th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications (pp. 205-208). [more info]
  • Journal article Faundez-Zanuy M., Hagmüller M. & Kubin G. (2007) Speaker identification security improvement by means of speech watermarking. in Pattern Recognition, 40(11), p. 3027-3034. [more info] [doi]
  • Journal article Faundez-Zanuy M., Hagmüller M. & Kubin G. (2006) Speaker verification security improvement by means of speech watermarking. in Speech Communication, 48(12), p. 1608-1619. [more info] [doi]
  • Journal article Hagmüller M. & Kubin G. (2006) Poincare Pitch Marks. in Speech Communication, 48(12), p. 1650-1665. [more info] [doi]
  • Journal article Faundez-Zanuy M., Hagmüller M., Kubin G. & Kleijn W. (2006) The COST-277 Speech Database. in Lecture Notes in Computer Science, 3817, p. 100-107. [more info] [doi]
  • Conference paper Hagmüller M. & Kubin G. (2005) Poincare Sections for Pitch-Mark Determination. (pp. 107-113). [more info]
  • Conference paper Faundez-Zanuy M., Hagmüller M., Kubin G. & Kleijn W. (2005) The COST-277 Speech Database. (pp. 122-129). [more info]
  • Commissioned report Hagmüller M., Kubin G. & Rank E. (2005) Evaluation of the Human Voice for Indications of Workload Induced Stress in the Aviation Environment.. [more info]
  • Conference paper Hagmüller M., Horst H., Kröpfl A. & Kubin G. (2004) Speech Watermarking for Air Traffic Control. in 12th European Signal Processing Conference (pp. 1653-1656). [more info]
  • Conference paper Hagmüller M. & Kubin G. (2004) Voice enhancement of male speakers with laryngeal neoplasm. (pp. 541-544). [more info]
  • Conference paper Baum M., Dizdarevic V., Hagmüller M., Kubin G. & Pernkopf F. (2004) Prosody-Based Recognition of Spoken German Varieties. in IEEE International Conference on Acoustics, Speech, and Signal Processing (pp. 929-932). [more info]
  • Poster Hagmüller M., Rank E. & Kubin G. (2004) Can Stress be Observed by Analyzing the Human Voice?.. [more info]
  • Conference paper Hering H., Hagmüller M. & Kubin G. (2003) Safety and security increase for air traffic management through unnoticeable watermark aircraft identification tag transmitted with the VHF voice communication. in The 22nd Digital Avionics Systems Conference - Proceedings. [more info]
  • Conference paper Hagmüller M. & Kubin G. (2003) Poincare Sections for Pitch Mark Determination in Dysphonic Speech. (pp. 281-285). [more info]
  • Conference paper Hering H., Hagmüller M. & Kubin G. (2003) Safety and security increase for air traffic management through unnoticable watermark aircraft identification tag transmitted with the VHF voice communication. in Digital Avionics Systems Conference. [more info]
  • Commissioned report Hagmüller M. & Kubin G. (2003) Speech Watermarking for Air Traffic Control.. [more info]
  • Conference paper Hagmüller M. & Kubin G. (2002) Erkennung regionaler Varianten des Deutschen unter Verwendung Prosodischer Merkmale.. [more info]
  • Diploma Thesis Hagmüller M. (2001) Recognition of Regional Variants of German using Prosodic Features.. [more info]