Emmanouil Benetos

Best Publications

• Detection and Classification of Acoustic Scenes and Events

  Dan Stowell;Dimitrios Giannoulis;Emmanouil Benetos;Mathieu Lagrange

  685
  Citations

• Automatic music transcription: challenges and future directions

  Emmanouil Benetos;Simon Dixon;Dimitrios Giannoulis;Holger Kirchhoff

  427
  Citations

• An end-to-end neural network for polyphonic piano music transcription

  Siddharth Sigtia;Emmanouil Benetos;Simon Dixon

  382
  Citations

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

  Annamaria Mesaros;Toni Heittola;Emmanouil Benetos;Peter Foster

  353
  Citations

• Automatic Music Transcription: An Overview

  Emmanouil Benetos;Simon Dixon;Zhiyao Duan;Sebastian Ewert

  310
  Citations

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

  Dimitrios Giannoulis;Emmanouil Benetos;Dan Stowell;Mathias Rossignol

  262
  Citations

• Music genre classification: a multilinear approach

  Ioannis Panagakis;Emmanouil Benetos;Constantine Kotropoulos

  112
  Citations

• A shift-invariant latent variable model for automatic music transcription

  Emmanouil Benetos;Simon Dixon

  111
  Citations

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

  Emmanouil Benetos;Simon Dixon

  111
  Citations

• Speaker recognition with hybrid features from a deep belief network

  Unknown

  101
  Citations

• An efficient temporally-constrained probabilistic model for multiple-instrument music transcription

  Unknown

  100
  Citations

• A database and challenge for acoustic scene classification and event detection

  Dimitrios Giannoulis;Dan Stowell;Emmanouil Benetos;Mathias Rossignol

  93
  Citations

• Musical Instrument Classification using Non-Negative Matrix Factorization Algorithms and Subset Feature Selection

  E. Benetos;M. Kotti;C. Kotropoulos

  84
  Citations

• Automatic Music Transcription: Breaking the Glass Ceiling

  Emmanouil Benetos;Simon Dixon;Dimitrios Giannoulis;Holger Kirchhoff

  68
  Citations

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

  Unknown

  67
  Citations

• Non-Negative Tensor Factorization Applied to Music Genre Classification

  E Benetos;C Kotropoulos

  64
  Citations

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

  E. Benetos;S. Dixon

  63
  Citations

• Polyphonic music transcription using note onset and offset detection

  Emmanouil Benetos;Simon Dixon

  61
  Citations

• Computationally Efficient and Robust BIC-Based Speaker Segmentation

  M. Kotti;E. Benetos;C. Kotropoulos

  59
  Citations

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

  Emmanouil Benetos;Gregoire Lafay;Mathieu Lagrange;Mark D. Plumbley

  59
  Citations