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  1. RUMAA: Repeat-Aware Unified Music Audio Analysis for Score-Performance Alignment, Transcription, and Mistake Detection

    Article • October 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  2. From Aesthetics to Human Preferences: Comparative Perspectives of Evaluating Text-to-Music Systems

    Article • August 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  3. Enhancing Lyrics Transcription on Music Mixtures with Consistency Loss

    Article • August 2025, International Speech Communication Association

    Dr Emmanouil Benetos

  4. Position Paper: Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks

    Article • June 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  5. Acoustic Prompt Tuning: Empowering Large Language Models With Audition Capabilities

    Article • IEEE Transactions on Audio Speech and Language Processing, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  6. LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging

    Article • IEEE Open Journal of Signal Processing, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  7. Velocity2DMs: A Contextual Modeling Approach to Dynamics Marking Prediction in Piano Performance

    Article • IEEE Signal Processing Letters, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  8. Globally, songs and instrumental melodies are slower and higher and use more stable pitches than speech: A Registered Report

    Article • Science Advances, May 2024, American Association for the Advancement of Science

    Dr Emmanouil Benetos

  9. A Data-Driven Analysis of Robust Automatic Piano Transcription

    Article • IEEE Signal Processing Letters, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  10. ATGNN: Audio Tagging Graph Neural Network

    Article • IEEE Signal Processing Letters, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  11. PiJAMA: Piano Jazz with Automatic MIDI Annotations

    Article • Transactions of the International Society for Music Information Retrieval, January 2023, Ubiquity Press, Ltd.

    Dr Emmanouil Benetos

  12. Few-shot Class-incremental Audio Classification Using Dynamically Expanded Classifier with Self-attention Modified Prototypes

    Article • IEEE Transactions on Multimedia, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  13. Exploring Transformer’s Potential on Automatic Piano Transcription

    Article • May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  14. Improving Lyrics Alignment Through Joint Pitch Detection

    Article • May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  15. Learning Music Audio Representations Via Weak Language Supervision

    Article • May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  16. Automatic Quality Assessment of Digitized and Restored Sound Archives

    Article • Journal of the Audio Engineering Society, May 2022, Audio Engineering Society

    Dr Emmanouil Benetos

  17. Measuring national mood with music: using machine learning to construct a measure of national valence from audio data

    Article • Behavior Research Methods, February 2022, Springer Science + Business Media

    Dr Emmanouil Benetos

  18. Adaptive Scattering Transforms for Playing Technique Recognition

    Article • IEEE/ACM Transactions on Audio Speech and Language Processing, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  19. Comparison of Feature Extraction Methods for Sound-Based Classification of Honey Bee Activity

    Article • IEEE/ACM Transactions on Audio Speech and Language Processing, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  20. Detecting Cover Songs with Pitch Class Key-Invariant Networks

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  21. Humanities and engineering perspectives on music transcription

    Article • Digital Scholarship in the Humanities, October 2021, Oxford University Press (OUP)

    Dr Emmanouil Benetos

  22. An Evaluation of Data Augmentation Methods for Sound Scene Geotagging

    Article • August 2021, International Speech Communication Association

    Dr Emmanouil Benetos

  23. Vocal Harmony Separation Using Time-Domain Neural Networks

    Article • August 2021, International Speech Communication Association

    Dr Emmanouil Benetos

  24. Violinist identification based on vibrato features

    Article • August 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  25. MusCaps: Generating Captions for Music Audio

    Article • July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  26. Revisiting the Onsets and Frames Model with Additive Attention

    Article • July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  27. More for Less: Non-Intrusive Speech Quality Assessment with Limited Annotations

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  28. Joint Multi-Pitch Detection and Score Transcription for Polyphonic Piano Music

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  29. Prototypical Networks for Domain Adaptation in Acoustic Scene Classification

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  30. The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy

    Article • January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  31. Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation

    Article • IEEE Signal Processing Letters, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  32. Development of a Speech Quality Database Under Uncontrolled Conditions

    Article • October 2020, International Speech Communication Association

    Dr Emmanouil Benetos

  33. Memory Controlled Sequential Self Attention for Sound Recognition

    Article • October 2020, International Speech Communication Association

    Dr Emmanouil Benetos

  34. Deep generative variational autoencoding for replay spoof detection in automatic speaker verification

    Article • Computer Speech & Language, September 2020, Elsevier

    Dr Emmanouil Benetos

  35. Reliable Local Explanations for Machine Listening

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  36. A Study on the Transferability of Adversarial Attacks in Sound Event Classification

    Article • May 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  37. A-CRNN: A Domain Adaptation Model for Sound Event Detection

    Article • May 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  38. Audio Impairment Recognition using a Correlation-Based Feature Representation

    Article • May 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  39. Modeling Plate and Spring Reverberation Using A DSP-Informed Deep Neural Network

    Article • May 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  40. Playing Technique Recognition by Joint Time–Frequency Scattering

    Article • May 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  41. Deep Learning for Black-Box Modeling of Audio Effects

    Article • Applied Sciences, January 2020, MDPI AG

    Dr Emmanouil Benetos

  42. Learning and Evaluation Methodologies for Polyphonic Music Sequence Prediction With LSTMs

    Article • IEEE/ACM Transactions on Audio Speech and Language Processing, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  43. Dataset Artefacts in Anti-Spoofing Systems: A Case Study on the ASVspoof 2017 Benchmark

    Article • IEEE/ACM Transactions on Audio Speech and Language Processing, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  44. City Classification from Multiple Real-World Sound Scenes

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  45. Investigating Kernel Shapes and Skip Connections for Deep Learning-Based Harmonic-Percussive Separation

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  46. Polyphonic Sound Event and Sound Activity Detection: A Multi-Task Approach

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  47. Ensemble Models for Spoofing Detection in Automatic Speaker Verification

    Article • September 2019, International Speech Communication Association

    Dr Emmanouil Benetos

  48. Towards Joint Sound Scene and Polyphonic Sound Event Recognition

    Article • September 2019, International Speech Communication Association

    Dr Emmanouil Benetos

  49. Adaptive Noise Reduction for Sound Event Detection Using Subband-Weighted NMF

    Article • Sensors, July 2019, MDPI AG

    Dr Emmanouil Benetos

  50. Optimal neural network feature selection for spatial-temporal forecasting

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, June 2019, American Institute of Physics

    Dr Emmanouil Benetos

  51. Adapting the Quality of Experience Framework for Audio Archive Evaluation

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  52. Audio-based Identification of Beehive States

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  53. Automatic Transcription of Diatonic Harmonica Recordings

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  54. SubSpectralNet – Using Sub-spectrogram Based Convolutional Neural Networks for Acoustic Scene Classification

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  55. Automatic Music Transcription: An Overview

    Article • IEEE Signal Processing Magazine, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  56. Analysing The Predictions Of a CNN-Based Replay Spoofing Detection System

    Article • December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  57. ANALYSING REPLAY SPOOFING COUNTERMEASURE PERFORMANCE UNDER VARIED CONDITIONS

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  58. Polyphonic Music Sequence Transduction with Meter-Constrained LSTM Networks

    Article • April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  59. Towards Complete Polyphonic Music Transcription: Integrating Multi-Pitch Detection and Rhythm Quantization

    Article • April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  60. A supervised classification approach for note tracking in polyphonic piano transcription

    Article • Journal of New Music Research, March 2018, Taylor & Francis

    Dr Emmanouil Benetos

  61. Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge

    Article • IEEE/ACM Transactions on Audio Speech and Language Processing, February 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mark D. Plumbley, Dr Emmanouil Benetos

  62. A review of manual and computational approaches for the study of world music corpora

    Article • Journal of New Music Research, January 2018, Taylor & Francis

    Dr Emmanouil Benetos

  63. A computational study on outliers in world music

    Article • PLOS One, December 2017, PLOS

    Dr Emmanouil Benetos

  64. Automatic Transcription of Polyphonic Vocal Music

    Article • Applied Sciences, December 2017, MDPI AG

    Dr Emmanouil Benetos

  65. Sound event detection in synthetic audio: Analysis of the dcase 2016 task results

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  66. Approaches to Complex Sound Scene Analysis

    Article • September 2017, Springer Science + Business Media

    Professor Mark D. Plumbley, Dr Emmanouil Benetos

  67. Polyphonic Sound Event Tracking Using Linear Dynamical Systems

    Article • IEEE/ACM Transactions on Audio Speech and Language Processing, June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mark D. Plumbley, Dr Emmanouil Benetos

  68. On-Bird Sound Recordings: Automatic Acoustic Recognition of Activities and Contexts

    Article • IEEE/ACM Transactions on Audio Speech and Language Processing, June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  69. On the memory properties of recurrent neural models

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  70. The Digital Music Lab

    Article • Journal on Computing and Cultural Heritage, April 2017, ACM (Association for Computing Machinery)

    Dr Emmanouil Benetos

  71. A Morphological Model for Simulating Acoustic Scenes and Its Application to Sound Event Detection

    Article • IEEE/ACM Transactions on Audio Speech and Language Processing, October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  72. Speaker recognition with hybrid features from a deep belief network

    Article • Neural Computing and Applications, August 2016, Springer Science + Business Media

    Dr Hazrat Ali, Dr Emmanouil Benetos

  73. Digital music lab: A framework for analysing big music data

    Article • August 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  74. An End-to-End Neural Network for Polyphonic Piano Music Transcription

    Article • IEEE/ACM Transactions on Audio Speech and Language Processing, May 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  75. Detection of overlapping acoustic events using a temporally-constrained probabilistic model

    Article • March 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mark D. Plumbley, Dr Emmanouil Benetos

  76. Automatic transcription of Turkish microtonal music

    Article • The Journal of the Acoustical Society of America, October 2015, Acoustical Society of America (ASA)

    Dr Emmanouil Benetos

  77. Detection and Classification of Acoustic Scenes and Events

    Article • IEEE Transactions on Multimedia, October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mark D. Plumbley, Dr Emmanouil Benetos

  78. Alternate level clustering for drum transcription

    Article • August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  79. A hybrid recurrent neural network for music transcription

    Article • April 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  80. The temperament police

    Article • Early Music, October 2014, Oxford University Press (OUP)

    Dr Emmanouil Benetos

  81. Incremental Dataset Definition for Large Scale Musicological Research

    Article • September 2014, ACM (Association for Computing Machinery)

    Dr Emmanouil Benetos

  82. Learning motion-difference features using Gaussian restricted Boltzmann machines for efficient human action recognition

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  83. Improving instrument recognition in polyphonic music through system integration

    Article • May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mark D. Plumbley, Dr Emmanouil Benetos

  84. Automatic transcription of pitched and unpitched sounds from polyphonic music

    Article • May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  85. Big Data for Musicology

    Article • January 2014, ACM (Association for Computing Machinery)

    Professor Mark D. Plumbley, Dr Emmanouil Benetos

  86. Detection and classification of acoustic scenes and events: An IEEE AASP challenge

    Article • October 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mark D. Plumbley, Dr Emmanouil Benetos

  87. Automatic music transcription: challenges and future directions

    Article • Journal of Intelligent Information Systems, July 2013, Springer Science + Business Media

    Dr Emmanouil Benetos

  88. Multiple-instrument polyphonic music transcription using a temporally constrained shift-invariant model

    Article • The Journal of the Acoustical Society of America, March 2013, Acoustical Society of America (ASA)

    Dr Emmanouil Benetos

  89. Temporally-Constrained Convolutive Probabilistic Latent Component Analysis for Multi-pitch Detection

    Article • January 2012, Springer Science + Business Media

    Dr Emmanouil Benetos

  90. A temporally-constrained convolutive probabilistic model for pitch detection

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  91. Joint Multi-Pitch Detection Using Harmonic Envelope Estimation for Polyphonic Music Transcription

    Article • IEEE Journal of Selected Topics in Signal Processing, October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  92. Polyphonic music transcription using note onset and offset detection

    Article • May 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  93. Improving Music Genre Classification Using Automatically Induced Harmony Rules

    Article • Journal of New Music Research, December 2010, Taylor & Francis

    Dr Emmanouil Benetos

  94. Auditory Spectrum-Based Pitched Instrument Onset Detection

    Article • IEEE Transactions on Audio Speech and Language Processing, November 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  95. Non-Negative Tensor Factorization Applied to Music Genre Classification

    Article • IEEE Transactions on Audio Speech and Language Processing, November 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  96. Computationally Efficient and Robust BIC-Based Speaker Segmentation

    Article • IEEE Transactions on Audio Speech and Language Processing, July 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  97. A neural network approach to audio-assisted movie dialogue detection

    Article • Neurocomputing, December 2007, Elsevier

    Dr Emmanouil Benetos

  98. Systematic comparison of BIC-based speaker segmentation systems

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  99. Applying Supervised Classifiers Based on Non-negative Matrix Factorization to Musical Instrument Classification

    Article • July 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos

  100. Automatic Speaker Segmentation using Multiple Features and Distance Measures: A Comparison of Three Approaches

    Article • July 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Emmanouil Benetos