Publications: Dr Emmanouil Benetos
Elisha S, McDowell A, Beguerisse-Díaz M, Benetos E
(
2024
)
.
Classification of spontaneous and scripted speech for multilingual audio
.
Conference:
IEEE Spoken Language Technology Workshop 2024
(
Macao, China
)
from:
02/12/2024
to:
05/12/2024
,
Zhou Z, Wu Y, Wu Z, Zhang X, Yuan R, Ma Y, Wang L, Benetos E et al.
(
2024
)
.
Can LLMs "Reason" in Music? An Evaluation of LLMs' Capability of Music Understanding and Generation
.
Conference:
25th International Society for Music Information Retrieval Conference (ISMIR)
(
San Franscisco, CA, USA
)
from:
10/11/2024
to:
14/11/2024
,
Deng Q, Yang Q, Yuan R, Huang Y, Wang Y, Liu X, Tian Z, Pan J et al.
(
2024
)
.
ComposerX: Multi-Agent Symbolic Music Composition with LLMs
.
Conference:
25th International Society for Music Information Retrieval Conference (ISMIR),
(
San Francisco, CA, USA
)
from:
10/11/2024
to:
14/11/2024
,
Weck B, Manco I, Benetos E, QUINTON E, Fazekas G, Bogdanov D
(
2024
)
.
MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models
.
Conference:
25th International Society for Music Information Retrieval Conference (ISMIR)
(
San Francisco, CA, USA
)
from:
10/11/2024
to:
14/11/2024
,
Steinmetz C, Singh S, Comunit� M, Ibnyahya I, Yuan S, Benetos E, Reiss J
(
2024
)
.
ST-ITO: Controlling audio effects for style transfer with inference-time optimization
.
Conference:
25th International Society for Music Information Retrieval Conference (ISMIR)
(
San Francisco, CA, USA
)
from:
10/11/2024
to:
14/11/2024
,
Chang SK, Benetos E, KIRCHHOFF H, Dixon S
(
2024
)
.
˜YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation
.
Conference:
IEEE International Workshop on Machine Learning for Signal Processing (MLSP)
(
London, UK
)
from:
25/09/2024
to:
22/09/2024
,
Torrisi A, De Almeida Nolasco IS, Versace E, Benetos E
(
2024
)
.
Exploratory analysis of early-life chick calls
.
Conference:
4th International Workshop on Vocal Interactivity in-and-between Humans, Animals and Robots (VIHAR)
(
Kos, Greece
)
from:
06/09/2024
to:
06/09/2024
,
Liang J, Nolasco I, Ghani B, Phan H, Benetos E, Stowell D
(
2024
)
.
Mind the Domain Gap: a Systematic Analysis on Bioacoustic Sound Event Detection
.
Conference:
32nd European Signal Processing Conference (EUSIPCO 2024)
(
Lyon, France
)
from:
26/08/2024
to:
30/08/2024
,
Huang J, Benetos E
(
2024
)
.
Towards Building an End-to-End Multilingual Automatic Lyrics Transcription Model
.
European Signal Processing Conference
.
Conference:
32nd European Signal Processing Conference (EUSIPCO)
(
Lyon, France
)
from:
26/08/2024
to:
30/08/2024
,
146
-
150
.
Yuan R, Lin H, Wang Y, Tian Z, Wu S, Shen T, Zhang G, Wu Y et al.
(
2024
)
.
ChatMusician: Understanding and Generating Music Intrinsically with LLM
.
Conference:
62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024)
(
Bangkok, Thailand
)
from:
11/08/2024
to:
16/08/2024
,
Xompero A, Bontonou M, Arbona J-M, Benetos E, Cavallaro A
(
2024
)
.
Explaining models relating objects and privacy
.
Proceedings of CVPR 2024 Workshops
.
Conference:
3rd Explainable AI for Computer Vision (XAI4CV) Workshop at CVPR 2024
(
Seattle Convention Center, Seattle WA, USA
)
from:
18/06/2024
to:
18/06/2024
,
Deng Z, Ma Y, Liu Y, Guo R, Zhang G, Chen W, Huang W, Benetos E
(
2024
)
.
MusiLingo: bridging music and text with pre-trained language models for music captioning and query response
.
Conference:
2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024)
(
Mexico City, Mexico
)
from:
16/06/2024
to:
21/06/2024
,
3643
-
3655
.
Ozaki Y, Tierney A, Pfordresher PQ, McBride JM, Benetos E, Proutskova P, Chiba G, Liu F et al.
(
2024
)
.
Globally, songs and instrumental melodies are slower and higher and use more stable pitches than speech: A Registered Report
.
Science Advances
vol.
10
,
(
20
)
Liang J, Zhang H, Liu H, Cao Y, Kong Q, Liu X, Wang W, Plumbley MD et al.
(
2024
)
.
WavCraft: audio editing and generation with large language models
.
Conference:
ICLR 2024 Workshop on LLM Agents
(
Vienna, Austria
)
from:
11/05/2024
to:
11/05/2024
,
Li Y, Yuan R, Zhang G, Ma Y, Chen X, Yin H, Xiao C, Lin C et al.
(
2024
)
.
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
.
Conference:
International Conference on Learning Representations (ICLR)
(
Vienna, Austria
)
from:
07/05/2024
to:
11/05/2024
,
Postolache E, Mariani G, Cosmo L, Benetos E, Rodola E
(
2024
)
.
Generalized multi-source inference for text conditioned music diffusion models
.
Conference:
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
(
Seoul, Korea
)
from:
14/04/2024
to:
19/04/2024
,
6980
-
6984
.
Liang J, Phan QH, Benetos E
(
2024
)
.
Learning from taxonomy: multi-label few-shot classification for everyday sound recognition
.
Conference:
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
(
Seoul, Korea
)
from:
14/04/2024
to:
19/04/2024
,
771
-
775
.
Li D, Ma Y, Wei W, KONG Q, Wu Y, Che M, Xia F, Benetos E et al.
(
2024
)
.
MERTech: instrument playing technique detection using self-supervised pretrained model with multi-task finetuning
.
Conference:
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
(
Seoul, Korea
)
from:
14/04/2024
to:
19/04/2024
,
521
-
525
.
EDWARDS D, Dixon S, Benetos E, Maezawa A, Kusaka Y
(
2024
)
.
A Data-Driven Analysis of Robust Automatic Piano Transcription
.
IEEE Signal Processing Letters
vol.
31
,
681
-
685
.
Singh S, Steinmetz C, Benetos E, Phan QH, Stowell D
(
2024
)
.
ATGNN: audio tagging graph neural network
.
IEEE Signal Processing Letters
vol.
31
,
825
-
829
.
Deb O, Benetos E, Torr P
(
2023
)
.
Remaining-useful-life prediction and uncertainty quantification using LSTM ensembles for aircraft engines
.
Conference:
NeurIPS Workshop on Advancing Neural Network Training (WANT): Computational Efficiency, Scalability, and Resource Optimization
(
New Orleans, USA
)
from:
16/12/2023
to:
16/12/2023
,
Manco I, Weck B, Doh S, Won M, Zhang Y, Bodganov D, Wu Y, Chen K et al.
(
2023
)
.
The Song Describer dataset: a corpus of audio captions for music-and-language evaluation
.
Conference:
NeurIPS Machine Learning for Audio Workshop
(
New Orleans, USA
)
from:
16/12/2023
to:
16/12/2023
,
Yuan R, Ma Y, Li Y, Zhang G, Chen X, Yin H, Zhuo L, Liu Y et al.
(
2023
)
.
MARBLE: Music Audio Representation Benchmark for Universal Evaluation
.
Conference:
37th Conference on Neural Information Processing Systems (NeurIPS)
from:
10/12/2023
to:
16/12/2023
,
Ragano A, Benetos E, Hines A
(
2023
)
.
Learning Music Representations with wav2vec 2.0
.
Conference:
2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS)
vol.
00
,
1
-
6
.
Ragano A, Benetos E, Hines A
(
2023
)
.
Learning Music Representations with wav2vec 2.0
.
Conference:
31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS)
(
Letterkenny, Ireland
)
from:
07/12/2023
to:
07/12/2023
,
Papaioannou C, Benetos E, Potamianos A
(
2023
)
.
From West to East: Who can understand the music of the others better?
.
Conference:
24th International Society for Music Information Retrieval Conference (ISMIR)
(
Milan, Italy
)
from:
05/11/2023
to:
09/11/2023
,
Zhuo L, Yuan R, Pan J, Ma Y, Li Y, Zhang G, Liu S, Dannenberg R et al.
(
2023
)
.
LyricWhiz: Robust Multilingual Lyrics Transcription by Whispering to ChatGPT
.
Conference:
24th International Society for Music Information Retrieval Conference (ISMIR)
(
Milan, Italy
)
from:
05/11/2023
to:
09/11/2023
,
Ma Y, Yuan R, Li Y, Zhang G, Chen X, Yin H, Lin C, Benetos E et al.
(
2023
)
.
On the effectiveness of speech self-supervised learning for music
.
Conference:
24th International Society for Music Information Retrieval Conference (ISMIR)
(
Milan, Italy
)
from:
05/11/2023
to:
09/11/2023
,
Sarkar S, Thorpe L, Benetos E, Sandler M
(
2023
)
.
Leveraging synthetic data for improving chamber ensemble separation
.
Conference:
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)
(
New Paltz, New York, USA
)
from:
22/10/2023
to:
25/10/2023
,
Vahidi C, Singh S, Benetos E, Phan QH, Stowell D, Fazekas G, Lagrange M
(
2023
)
.
Perceptual musical similarity metric learning with graph neural networks
.
Conference:
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)
(
New Paltz, NY, USA
)
from:
22/10/2023
to:
25/10/2023
,
Edwards D, Dixon S, Benetos E
(
2023
)
.
PiJAMA: Piano Jazz with Automatic MIDI Annotations
.
Transactions of the International Society for Music Information Retrieval
vol.
6
,
(
1
)
89
-
102
.
Liang J, Liu X, Liu H, Phan H, Benetos E, Plumbley M, Wang W
(
2023
)
.
Adapting Language-Audio Models as Few-Shot Audio Learners
.
Conference:
24th Annual Conference of the International Speech Communication Association (INTERSPEECH)
(
Dublin, Ireland
)
from:
20/08/2023
to:
24/08/2023
,
Ragano A, Benetos E, Chinen M, Becerra H, Chandan Karadagur Ananda R, Skoglund J, Hines A
(
2023
)
.
A Comparison Of Deep Learning MOS Predictors For Speech Synthesis Quality
.
Conference:
Irish Signals & Systems Conference 2023
(
Dublin, Ireland
)
from:
13/06/2023
to:
14/06/2023
,
Ragano A, Benetos E, Hines A
(
2023
)
.
Audio Quality Assessment of Vinyl Music Collections Using Self-Supervised Learning
.
Conference:
2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
from:
04/06/2023
to:
10/06/2023
,
1
-
5
.
Li Y, Cao W, Xie W, Li J, Benetos E
(
2023
)
.
Few-shot Class-incremental Audio Classification Using Dynamically Expanded Classifier with Self-attention Modified Prototypes
.
IEEE Transactions on Multimedia
vol.
26
,
1346
-
1360
.
Li Y, Yuan R, Zhang G, Ma Y, Lin C, Chen X, Ragni A, Yin H et al.
(
2022
)
.
Large-Scale Pretrained Model for Self-Supervised Music Audio Representation Learning
.
Conference:
DMRN+17: Digital Music Research Network One-day Workshop 2022
(
London, UK
)
from:
20/12/2022
to:
20/12/2022
,
Liu L, KONG Q, Morfi G-V, Benetos E
(
2022
)
.
Performance MIDI-to-score conversion by neural beat tracking
.
Conference:
23rd International Society for Music Information Retrieval Conference (ISMIR)
(
Bengaluru, India
)
from:
04/12/2022
to:
08/12/2022
,
Sarkar S, Benetos E, Sandler M
(
2022
)
.
EnsembleSet: A new high-quality synthesised dataset for chamber ensemble separation
.
Conference:
23rd International Society for Music Information Retrieval Conference (ISMIR)
(
Bengaluru, India
)
from:
05/12/2022
to:
08/12/2022
,
Manco I, Benetos E, QUINTON E, Fazekas G
(
2022
)
.
Contrastive audio-language learning for music
.
https://ismir2022.ismir.net/
.
Conference:
23rd International Society for Music Information Retrieval Conference (ISMIR)
(
Bengaluru, India
)
from:
04/12/2022
to:
08/12/2022
,
Mai KT, Davies T, Griffi LD, Benetos E
(
2022
)
.
Explaining the decisions of anomalous sound detectors
.
https://dcase.community/workshop2022/
.
Conference:
7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)
(
Nancy, France
)
from:
03/11/2022
to:
04/11/2022
,
Liang J, Phan QH, Benetos E
(
2022
)
.
Leveraging label hierarchies for few-shot everyday sound recognition
.
Conference:
7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)
(
Nancy, France
)
from:
03/11/2022
to:
04/11/2022
,
Ozaki Y, Kuroyanagi J, McBride J, Proutskova P, Tierney A, Pfordresher P, Benetos E, Liu F et al.
(
2022
)
.
Similarities and differences in a cross-linguistic sample of song and speech recordings
.
Conference:
Joint Conference on Language Evolution
(
Kanazawa, Japan
)
from:
05/09/2022
to:
08/09/2022
,
Singh S, Benetos E, Phan QH
(
2022
)
.
Hypernetworks for sound event detection: a proof-of-concept
.
Conference:
30th European Signal Processing Conference (EUSIPCO 2022)
(
Belgrade, Serbia
)
from:
29/08/2022
to:
03/09/2022
,
429
-
433
.
Wang C, Benetos E, Versace E, Wang S
(
2022
)
.
Joint Scattering for Automatic Chick Call
Recognition
.
Conference:
30th European Signal Processing Conference
(
Belgrade, Serbia
)
from:
29/08/2022
to:
02/09/2022
,
195
-
199
.
Daikoku H, Ding S, Benetos E, Wood ALC, Shimizono T, Sanne US, Fujii S, Savage PE
(
2022
)
.
Agreement among human and automated estimates of similarity in a global music sample
.
Conference:
10th International Workshop on Folk Music Analysis (FMA 2022)
(
Sheffield, UK
)
from:
14/06/2022
to:
17/06/2022
,
Huang J, Benetos E, Ewert S
(
2022
)
.
Improving lyrics Alignment through Joint Pitch Detection
.
Conference:
2022 IEEE International Conference on Acoustics, Speech and Signal Processing
(
Singapore
)
from:
22/05/2022
to:
27/05/2022
,
451
-
455
.
Manco I, Benetos E, Quinton E, Fazekas G
(
2022
)
.
Learning music audio representations via weak language supervision
.
Conference:
2022 IEEE International Conference on Acoustics, Speech and Signal Processing
(
Singapore
)
from:
22/05/2022
to:
27/05/2022
,
456
-
460
.
Ou L, Guo Z, Benetos E, Han J, Wang Y
(
2022
)
.
Exploring transformer's potential on automatic piano transcription
.
Conference:
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
(
Singapore
)
from:
07/05/2022
to:
13/05/2022
,
776
-
780
.
Ragano A, Benetos E, Hines A
(
2022
)
.
Automatic Quality Assessment of Digitized and Restored Sound Archives
.
Journal of the Audio Engineering Society
vol.
70
,
(
4
)
252
-
270
.
Wang C, Benetos E, Lostanlen V, Chew E
(
2022
)
.
Adaptive Scattering Transforms for Playing Technique Recognition
.
IEEE/ACM Transactions on Audio, Speech and Language Processing
vol.
30
,
1407
-
1421
.
Benetos E, Ragano A, Sgroi D, Tuckwell A
(
2022
)
.
Measuring national mood with music: using machine learning to construct a measure of national valence from audio data
.
Behavior Research Methods
Terenzi A, Ortolani N, De Almeida Nolasco I, Benetos E, Cecchi S
(
2022
)
.
Comparison of feature extraction methods for sound-based classification of honey bee activity
.
IEEE/ACM Transactions on Audio, Speech and Language Processing
vol.
30
,
112
-
122
.
Bodo RPP, Benetos E, Queiroz M
(
2021
)
.
A framework for music similarity and cover song identification
.
Conference:
15th International Symposium on Computer Music Multidisciplinary Research (CMMR)
(
Tokyo, Japan
)
from:
15/11/2021
to:
19/11/2021
,
205
-
214
.
Liu L, Morfi V, Benetos E
(
2021
)
.
ACPAS: A Dataset of Aligned Classical Piano Audio and Scores for Audio-to-Score Transcription
.
Conference:
Late-Breaking Demo Session of the 22nd Int. Society for Music Information Retrieval Conference
Ozaki Y, McBride J, Benetos E, Pfordresher PQ, Six J, T. Tierney A, Proutskova P, Sakai E et al.
(
2021
)
.
Agreement among human and annotated transcriptions of global songs
.
Conference:
22nd International Society for Music Information Retrieval Conference (ISMIR)
from:
09/11/2021
to:
12/11/2021
,
500
-
508
.
Vianna Lordelo C, Benetos E, Dixon S, Ahlbäck S
(
2021
)
.
Pitch-informed instrument assignment using a deep convolutional network with multiple kernel shapes
.
Conference:
22nd International Society for Music Information Retrieval Conference (ISMIR)
from:
09/11/2021
to:
12/11/2021
,
389
-
395
.
O'Hanlon K, Benetos E, Dixon S
(
2021
)
.
Detecting cover songs with pitch class key-invariant networks
.
Conference:
IEEE International Workshop on Machine Learning for Signal Processing (MLSP)
(
Gold Coast, Queensland, Australia
)
from:
25/10/2021
to:
28/10/2021
,
Holzapfel A, Benetos E, Killick A, Widdess R
(
2021
)
.
Humanities and Engineering Perspectives on Music Transcription
.
Digital Scholarship in the Humanities
Bear H, Morfi V, Benetos E
(
2021
)
.
An evaluation of data augmentation methods for sound scene geotagging
.
Conference:
22nd Annual Conference of the International Speech Communication Association (INTERSPEECH)
(
Brno, Czech Republic
)
from:
30/08/2021
to:
03/09/2021
,
581
-
585
.
Sarkar S, Benetos E, Sandler M
(
2021
)
.
Vocal Harmony Separation using Time-domain Neural Networks
.
Conference:
22nd Annual Conference of the International Speech Communication Association (INTERSPEECH)
(
Brno, Czech Republic
)
from:
30/08/2021
to:
03/09/2021
,
3515
-
3519
.
Zhao Y, Wang C, Fazekas G, Benetos E, Sandler M
(
2021
)
.
Violinist identification based on vibrato features
.
Conference:
29th European Signal Processing Conference (EUSIPCO)
from:
23/08/2021
to:
27/08/2021
,
381
-
385
.
Manco I, Benetos E, Quinton E, Fazekas G
(
2021
)
.
MusCaps: generating captions for music audio
.
Conference:
International Joint Conference on Neural Networks (IJCNN)
from:
18/07/2021
to:
22/07/2021
,
Cheuk KW, Luo Y-J, Benetos E, Herremans D
(
2021
)
.
Revisiting the onsets and frames model with additive attention
.
Conference:
International Joint Conference on Neural Networks (IJCNN)
from:
18/07/2021
to:
22/07/2021
,
Liu L, Benetos E
(
2021
)
.
From Audio to Music Notation
.
Handbook of Artificial Intelligence for Music
,
Editors:
Miranda, ER
,
Edition.
1st
,
Springer International Publishing
(
Cham, Switzerland
),
Ragano A, Benetos E, Hines A
(
2021
)
.
More for Less: Non-Intrusive Speech Quality Assessment with Limited Annotations
.
https://qomex2021.itec.aau.at/
.
Conference:
13th International Conference on Quality of Multimedia Experience (QoMEX)
from:
14/06/2021
to:
17/06/2021
,
Liu L, Morfi G-V, Benetos E
(
2021
)
.
Joint multi-pitch detection and score transcription for polyphonic piano music
.
Conference:
IEEE International Conference on Acoustics, Speech and Signal Processing
(
Toronto, Canada
)
from:
06/06/2021
to:
11/06/2021
,
Singh S, Bear H, Benetos E
(
2021
)
.
Prototypical Networks for Domain Adaptation in Acoustic Scene Classification
.
Conference:
IEEE International Conference on Acoustics, Speech and Signal Processing
(
Toronto, Canada
)
from:
06/06/2021
to:
11/06/2021
,
Subramanian V, Gururani S, Benetos E, Sandler M
(
2021
)
.
Anomalous behaviour in loss-gradient based interpretability methods
.
Conference:
RobustML workshop paper at ICLR 2021
Cheuk KW, Benetos E, Luo Y, Herremans D
(
2021
)
.
The effect of spectrogram reconstructions on automatic music transcription: an alternative approach to improve transcription accuracy
.
Conference:
25th International Conference on Pattern Recognition (ICPR2020)
(
Milan, Italy
)
from:
10/01/2021
to:
15/01/2021
,
9091
-
9098
.
Lordelo C, Benetos E, Dixon S, Ahlbäck S
(
2021
)
.
PITCH-INFORMED INSTRUMENT ASSIGNMENT USING A DEEP CONVOLUTIONAL NETWORK WITH MULTIPLE KERNEL SHAPES
.
Proceedings of the 22nd International Conference on Music Information Retrieval, ISMIR 2021
.
389
-
395
.
Vianna Lordelo C, Benetos E, Dixon S, Ahlbäck S, Ohlsson P
(
2020
)
.
Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation
.
IEEE Signal Processing Letters
vol.
28
,
81
-
85
.
Liu L, Morfi G-V, Benetos E
(
2020
)
.
Joint Piano-roll and Score Transcription for Polyphonic Piano Music
.
Conference:
DMRN+15: Digital Music Research Network One-day Workshop
(
London, UK
)
from:
15/12/2020
to:
15/12/2020
,
Chettri B, Benetos E, Sturm BLT
(
2020
)
.
Dataset artefacts in anti-spoofing systems: a case study on the ASVspoof 2017 benchmark
.
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(
10
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1854
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1864
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Panteli M, Benetos E, Dixon S
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2016
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Automatic detection of outliers in world music collections
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Conference:
Fourth International Conference on Analytical Approaches to World Music (AAWM 2016)
(
New York, USA
)
from:
11/06/2016
to:
08/06/2016
,
Benetos E, Lafay G, Lagrange M, Plumbley MD
(
2016
)
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Detection of overlapping acoustic events using a temporally-constrained probabilistic model
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Conference:
IEEE International Conference on Acoustics, Speech, and Signal Processing
(
Shanghai, China
)
from:
20/03/2016
to:
25/03/2016
,
6450
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6454
.
Sigtia S, Benetos E, Dixon S
(
2016
)
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An End-to-End Neural Network for Polyphonic Piano Music Transcription
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IEEE/ACM Transactions on Audio, Speech, and Language Processing
vol.
24
,
(
5
)
927
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939
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Benetos E, Weyde T
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2015
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An efficient temporally-constrained probabilistic model for multiple-instrument music transcription
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http://ismir2015.uma.es/docs/ISMIR2015_Proceedings.pdf
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Editors:
Wiering, F, Müller, M
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Conference:
16th International Society for Music Information Retrieval Conference (ISMIR)
(
Malaga, Spain
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from:
26/10/2015
to:
30/10/2015
,
701
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707
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BENETOS E, Holzapfel A
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2015
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Automatic transcription of Turkish microtonal music
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Journal of the Acoustical Society of America
vol.
138
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(
4
)
2118
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2130
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Stowell D, Giannoulis D, Benetos E, Lagrange M, Plumbley MD
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2015
)
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Detection and Classification of Acoustic Scenes and Events
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IEEE Transactions on Multimedia
vol.
17
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(
10
)
1733
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1746
.
Rossignol M, Lagrange M, Lafay G, BENETOS E
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2015
)
.
Alternate level clustering for drum transcription
.
Conference:
23rd European Signal Processing Conference (EUSIPCO)
(
Nice, France
)
from:
04/09/2015
to:
31/08/2015
,
2068
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2072
.
Abdallah S, Alencar-Brayner A, BENETOS E, Cottrell S, Dykes J, Gold N, Kachkaev A, Mahey M et al.
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2015
)
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Automatic transcription and pitch analysis of the British Library World & Traditional Music Collection
.
http://fma2015.sciencesconf.org/conference/fma2015/FMA2015_OfficialProceedings.pdf
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Conference:
5th International Workshop on Folk Music Analysis
(
Paris, France
)
from:
10/06/2015
to:
12/06/2015
,
10
-
12
.
Sigtia S, Benetos E, Boulanger-Lewandowski N, Weyde T, Garcez ASDA, Dixon S
(
2015
)
.
A Hybrid Recurrent Neural Network for Music Transcription
.
IEEE International Conference on Acoustics Speech and Signal Processing
.
Conference:
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
(
Brisbane, Australia
)
from:
19/04/2015
to:
24/04/2015
,
2061
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2065
.
Benetos E, Badeau R, Weyde T, Richard G
(
2014
)
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Template Adaptation for Improving Automatic Music Transcription
.
http://www.terasoft.com.tw/conf/ismir2014//proceedings%5CISMIR2014_Proceedings.pdf
.
Editors:
Wang, H-M, Yang, Y-H, Lee, JH
,
Conference:
15th International Society for Music Information Retrieval Conference (ISMIR)
(
Taipei, Taiwan
)
from:
27/10/2014
to:
31/10/2014
,
175
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180
.
Tidhar D, Dixon S, Benetos E, Weyde T
(
2014
)
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The temperament police
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Early Music
vol.
42
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(
4
)
579
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590
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Weyde T, Cottrell S, Dykes J, Benetos E, Wolff D, Tidhar D, Gold N, Abdallah S et al.
(
2014
)
.
Big Data for Musicology
.
Editors:
Page, K, Fields, B
,
Conference:
1st International Digital Libraries for Musicology workshop
(
London, UK
)
from:
12/09/2014
to:
12/09/2014
,
Wolff D, Tidhar D, Benetos E, Dumon E, Cherla S, Weyde T
(
2014
)
.
Incremental dataset definition for large scale musicological research
.
Editors:
Page, K, Fields, B
,
Conference:
1st International Digital Libraries for Musicology workshop
(
London, UK
)
from:
12/09/2014
to:
12/09/2014
,
Tran S, Benetos E, d Avila Garcez A
(
2014
)
.
Learning motion-difference features using Gaussian restricted Boltzmann machines for efficient human action recognition
.
Conference:
2014 International Joint Conference on Neural Networks (IJCNN)
(
Beijing, China
)
from:
06/07/2014
to:
11/07/2014
,
2123
-
2129
.
Benetos E, Holzapfel A
(
2014
)
.
Incorporating pitch class profiles for improving automatic transcription of Turkish makam music
.
Proceedings of the Fourth International Workshop on Folk Music Analysis (FM
.
Editors:
Holzapfel, A
,
Conference:
4th International Workshop on Folk Music Analysis
(
Istanbul, Turkey
)
from:
12/06/2014
to:
13/06/2014
,
15
-
20
.
Giannoulis D, Benetos E, Klapuri A, Plumbley M
(
2014
)
.
Improving instrument recognition in polyphonic music through system integration
.
Conference:
IEEE International Conference on Acoustics, Speech, and Signal Processing
(
Florence, Italy
)
from:
04/05/2014
to:
09/05/2014
,
5259
-
5263
.
Benetos E, Jansson A, Weyde T
(
2014
)
.
Improving automatic music transcription through key detection
.
http://www.aes.org/conferences/53/technical_programme.cfm
.
Editors:
Dittmar, C, Fazekas, G, Ewert, S
,
Conference:
AES 53rd International Conference on Semantic Audio
(
London, UK
)
from:
27/01/2014
to:
29/01/2014
,
Benetos E, Ewert S, Weyde T
(
2014
)
.
Automatic Transcription Of Pitched And Unpitched Sounds From Polyphonic Music
.
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
.
3131
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3135
.
Sigtia S, Benetos E, Cherla S, Weyde T, Garcez A, Dixon S
(
2014
)
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RNN-based Music Language Models for Improving Automatic Music Transcription
.
15th International Society for Music Information Retrieval Conference
.
53
-
58
.
BARTHET M, Benetos E, Cottrell S, Dixon S, Dykes J, Gold N, Mahey M, Plumbley MD et al.
(
2014
)
.
The DML Research Project: Digital Music Lab - Analysing Big Music Data
.
Presented at:
Workshop on "Big Data: Challenges and Applications", Imperial College, London
,
Benetos E, Dixon S, Giannoulis D, Kirchhoff H, Klapuri A
(
2013
)
.
Automatic music transcription: Challenges and future directions
.
Journal of Intelligent Information Systems
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41
,
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3
)
407
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434
.
Benetos E, Holzapfel A
(
2013
)
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Automatic transcription of Turkish makam music
.
Conference:
14th International Society for Music Information Retrieval Conference
(
Curitiba, PR, Brazil
)
from:
04/11/2013
to:
08/11/2013
,
355
-
360
.
Benetos E, Weyde T
(
2013
)
.
Explicit duration hidden Markov models for multiple-instrument polyphonic music transcription
.
Conference:
14th International Society for Music Information Retrieval Conference
(
Curitiba, PR, Brazil
)
from:
04/11/2013
to:
08/11/2013
,
269
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274
.
de Valk R, Weyde T, Benetos E
(
2013
)
.
A machine learning approach to voice separation in lute tablature
.
Editors:
Britto, AS, Gouyon, F, Dixon, S
,
Conference:
14th International Society for Music Information Retrieval Conference
(
Curitiba, PR, Brazil
)
from:
04/11/2013
to:
08/11/2013
,
555
-
560
.
Giannoulis D, Benetos E, Stowell D, Rossignol M, Lagrange M, Plumbley M
(
2013
)
.
Detection and classification of acoustic scenes and events: an IEEE AASP challenge
.
Conference:
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics
(
New Paltz, NY, USA
)
from:
20/10/2013
to:
23/10/2013
,
Giannoulis D, Stowell D, Benetos E, Rossignol M, Lagrange M, Plumbley MD
(
2013
)
.
A database and challenge for acoustic scene classification and event detection
.
Conference:
21st European Signal Processing Conference
(
Marrakech, Morocco
)
Benetos E, Cherla S, Weyde T
(
2013
)
.
An efficient shift-invariant model for polyphonic music transcription
.
Conference:
6th International Workshop on Machine Learning and Music
(
Prague, Czech Republic
)
Serra X, Magas M, Benetos E, Chudy M, Dixon S, Flexer A, Gomez E, Gouyon F et al.
(
2013
)
.
Roadmap for Music Information ReSearch
.
Editors:
Peeters, G
,
The MIReS Consortium
Benetos E, Dixon S
(
2013
)
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Multiple-instrument polyphonic music transcription using a temporally constrained shift-invariant model
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Journal of the Acoustical Society of America
vol.
133
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3
)
1727
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1741
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BENETOS E
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Automatic transcription of polyphonic music exploiting temporal evolution
.
Supervisors:
Dixon, S
,
BENETOS E, Dixon S, Giannoulis D, Kirchhoff H, Klapuri A
(
2012
)
.
Automatic Music Transcription: Breaking the Glass Ceiling
.
Editors:
Gouyon, F, Herrera, P, Martins, LG, Müller, M et al.
,
Conference:
13th International Society for Music Information Retrieval Conference (ISMIR 2012)
(
Porto, Portugal
)
from:
08/10/2012
to:
12/10/2012
,
379
-
384
.
Benetos E, Dixon S
(
2012
)
.
Temporally-constrained convolutive probabilistic latent component analysis for multi-pitch detection
.
International Conference on Latent Variable Analysis and Signal Separation
.
364
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371
.
Benetos E, Dixon S
(
2012
)
.
A shift-invariant latent variable model for automatic music transcription
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Computer Music Journal
vol.
36
,
(
4
)
81
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94
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Benetos E, Lagrange M, Dixon S
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2012
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Characterisation of acoustic scenes using a temporally-constrained shift-invariant model
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15th International Conference on Digital Audio Effects, DAFx 2012 Proceedings
.
Benetos E, Klapuri A, Dixon S
(
2012
)
.
Score-informed transcription for automatic piano tutoring
.
Conference:
20th European Signal Processing Conference
(
Bucharest, Romania
)
2153
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2157
.
Benetos E, Dixon S
(
2011
)
.
A temporally-constrained convolutive probabilistic model for pitch detection
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IEEE Workshop on Applications of Signal Processing to Audio and Acoustics
.
Conference:
2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)
(
New Paltz, NY, US
)
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16/10/2011
to:
19/10/2011
,
133
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136
.
Benetos E, Dixon S
(
2011
)
.
Joint multi-pitch detection using harmonic envelope estimation for polyphonic music transcription
.
IEEE Journal on Selected Topics in Signal Processing
vol.
5
,
(
6
)
1111
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1123
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Mearns L, Benetos E, Dixon S
(
2011
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Automatically detecting key modulations in J.S. Bach chorale recordings
.
8th Sound and Music Computing Conference
.
25
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32
.
Benetos E, Dixon S
(
2011
)
.
Multiple-instrument polyphonic music transcription using a convolutive probabilistic model
.
Conference:
8th Sound and Music Computing Conference
(
Padova, Italy
)
from:
06/07/2011
to:
09/07/2011
,
19
-
24
.
Benetos E, Dixon S
(
2011
)
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Polyphonic music transcription using note onset and offset detection
.
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
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37
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40
.
Dixon S, Tidhar D, Benetos E
(
2011
)
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The temperament police: The truth, the ground truth, and nothing but the truth
.
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011
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Conference:
12th International Society for Music Information Retrieval Conference
(
Miami, Florida, USA
)
from:
24/10/2011
to:
28/10/2011
,
281
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286
.
Benetos E, Dixon S
(
2010
)
.
Multiple-F0 estimation of piano sounds exploiting spectral structure and temporal evolution
.
ISCA Tutorial and Research Workshop on Statistical and Perceptual Audition
.
13
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18
.
Benetos E, Stylianou Y
(
2010
)
.
Auditory spectrum-based pitched instrument onset detection
.
IEEE Transactions on Audio, Speech and Language Processing
vol.
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(
8
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1968
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1977
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Anglade A, Benetos E, Mauch M, Dixon S
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2010
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Improving music genre classification using automatically induced harmony rules
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Journal of New Music Research
vol.
39
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4
)
349
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361
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Benetos E, Kotropoulos C
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Non-negative tensor factorization applied to music genre classification
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IEEE Transactions on Audio, Speech and Language Processing
vol.
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8
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1955
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1967
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Benetos E, Holzapfel A, Stylianou Y
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2009
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Pitched instrument onset detection based on auditory spectra
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Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009
.
105
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110
.
Benetos E, Kotropoulos C
(
2008
)
.
A tensor-based approach for automatic music genre classification
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16th European Signal Processing Conference
.
Spachos D, Zlantintsi A, Moschou V, Antonopoulos P, Benetos E, Kotti M, Tzimouli K, Kotropoulos C et al.
(
2008
)
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MUSCLE movie-database: a multimodal corpus with rich annotation for dialogue and saliency detection
.
6th Language Resources and Evaluation Conference
.
16
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19
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Kotti M, Benetos E, Kotropoulos C
(
2008
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Computationally efficient and robust BIC-based speaker segmentation
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IEEE Transactions on Audio, Speech and Language Processing
vol.
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5
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920
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933
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BENETOS E, Siatras S, Kotropoulos C, Nikolaidis N, Pitas I
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Movie analysis with emphasis to dialogue and action scene detection
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Multimodal Processing and Interaction
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Editors:
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vol.
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Springer
Panagakis I, Benetos E, Kotropoulos C
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Music Genre Classification: A Multilinear Approach
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ISMIR
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Editors:
Bello, JP, Chew, E, Turnbull, D
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583
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588
.
Kotti M, Benetos E, Kotropoulos C
(
2007
)
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Neural network-based movie dialogue detection
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10th International Conference on Engineering Applications of Neural Networks
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Benetos E, Kotti M, Kotropoulos C
(
2007
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.
Large scale musical instrument identification
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4th Sound and Music Computing Conference
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283
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Kotti M, Benetos E, Kotropoulos C, Pitas I
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2007
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A neural network approach to audio-assisted movie dialogue detection
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Neurocomputing
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Moschou V, Kotti M, Benetos E, Kotropoulos C
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Systematic comparison of BIC-based speaker segmentation systems
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2007 IEEE 9Th International Workshop on Multimedia Signal Processing, MMSP 2007 - Proceedings
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66
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69
.
Benetos E, Kotti M, Kotropoulos C
(
2006
)
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Applying Supervised Classifiers Based on Non-negative Matrix Factorization to Musical Instrument Classification
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ICME
.
2105
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2108
.
Kotti M, Martins LPM, Benetos E, Cardoso JS, Kotropoulos C
(
2006
)
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Automatic Speaker Segmentation using Multiple Features and Distance Measures: A Comparison of Three Approaches
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ICME
.
1101
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1104
.
Kotti M, Benetos E, Kotropoulos C
(
2006
)
.
Automatic speaker change detection with the Bayesian information criterion using MPEG-7 features and a fusion scheme
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ISCAS
.
Benetos E, Kotti M, Kotropoulos C
(
2006
)
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Musical instrument classification using non-negative matrix factorization algorithms and subset feature selection
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ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
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vol.
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Benetos E, Kotti M, Kotropoulos C
(
2006
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Musical instrument classification using non-negative matrix factorization algorithms
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ISCAS
.
Benetos E, Kotropoulos C, Lidy T, Rauber A
(
2006
)
.
Testing supervised classifiers based on non-negative matrix factorization to musical instrument classification
.
European Signal Processing Conference
.
Benetos E, Kotti M, Kotropoulos C, Burred JJ, Eisenberg G, Haller M, Sikora T
(
2005
)
.
Comparison of subspace analysis-based and statistical model-based algorithms for musical instrument classification
.
2nd Workshop On Immersive Communication And Broadcast Systems
.