Jahr
Year | Titel/Autor:in
Title/Author | Publikationstyp
Publication Type |
|---|
| 2023 |
An Introduction to Unsupervised Domain Adaptation in Sound and Music Processing
Bittner, Franca; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2023 |
How reliable are posterior class probabilities in automatic music classification?
Lukashevich, Hanna; Grollmisch, Sascha; Abeßer, Jakob; Stober, Sebastian; Bös, Joachim |
Konferenzbeitrag
Conference Paper
|
| 2023 |
Knowledge Transfer from Neural Networks for Speech Music Classification
Kehling, Christian; Cano, Estefanía |
Konferenzbeitrag
Conference Paper
|
| 2023 |
Automatic Note-Level Score-to-Performance Alignments in the ASAP Dataset
Peter, Silvan David; Cancino-Chacón, Carlos Eduardo; Foscarin, Francesco; McLeod, Andrew; Henkel, Florian; Karystinaios, Emmanouil; Widmer, Gerhard |
Zeitschriftenaufsatz
Journal Article
|
| 2023 |
Deep Learning-Based Music Instrument Recognition: Exploring Learned Feature Representations
Taenzer, Michael; Mimilakis, Stylianos Ioannis; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2023 |
Uncertainty in Semi-Supervised Audio Classification - A Novel Extension for FixMatch
Grollmisch, Sascha; Cano, Estefanía; Lukashevich, Hanna; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2022 |
Three Metrics for Musical Chord Label Evaluation
McLeod, Andrew; Suermondt, Xavier; Rammos, Yannis; Herff, Steffen A.; Rohrmeier, Martin A. |
Konferenzbeitrag
Conference Paper
|
| 2022 |
Multi-pitch Estimation meets Microphone Mismatch: Applicability of Domain Adaptation
Bittner, Franca; Gonzalez Rodriguez, Marcel; Richter, Maike; Lukashevich, Hanna; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2022 |
Periodicity Pitch Perception Part III: Sensibility and Pachinko Volatility
Feldhoff, F.; Toepfer, H.; Harczos, Tamás; Klefenz, Frank |
Zeitschriftenaufsatz
Journal Article
|
| 2022 |
JSD: A Dataset for Structure Analysis in Jazz Music
Balke, Stefan; Reck, Julian; Weiß, Christof; Abeßer, Jakob; Müller, Meinard |
Zeitschriftenaufsatz
Journal Article
|
| 2022 |
Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity
Ribecky, Sebastian; Abeßer, Jakob; Lukashevich, Hanna |
Zeitschriftenaufsatz
Journal Article
|
| 2022 |
Towards Interpreting and Improving the Latent Space for Musical Chord Recognition
Nadar, Christon-Ragavan; Taenzer, Michael; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2021 |
A Benchmark Dataset to Study Microphone Mismatch Conditions for Piano Multipitch Estimation on Mobile Devices
Abeßer, Jakob; Bittner, Franca; Richter, Maike; Gonzalez Rodriguez, Marcel; Lukashevich, Hanna |
Konferenzbeitrag
Conference Paper
|
| 2021 |
Ensemble Size Classification in Colombian Andean String Music Recordings
Grollmisch, S.; Cano, E.; Mora Ángel, F.; López Gil, G. |
Konferenzbeitrag
Conference Paper
|
| 2021 |
Informing Piano Multi-Pitch Estimation with Inferred Local Polyphony Based on Convolutional Neural Networks
Taenzer, Michael; Mimilakis, Stylianos I.; Abeßer, Jakob |
Zeitschriftenaufsatz
Journal Article
|
| 2021 |
Jazz Bass Transcription Using a U-Net Architecture
Abeßer, J.; Müller, M. |
Zeitschriftenaufsatz
Journal Article
|
| 2021 |
Improving Semi-Supervised Learning for Audio Classification with FixMatch
Grollmisch, Sascha; Cano, Estefanía |
Zeitschriftenaufsatz
Journal Article
|
| 2021 |
A Novel Dataset for Time-Dependent Harmonic Similarity between Chord Sequences
Bittner, Franca; Abeßer, Jakob; Nadar, Christon-Ragavan; Lukashevich, Hanna; Kramer, Patrick |
Vortrag
Presentation
|
| 2021 |
Predominant Jazz Instrument Recognition. Empirical Studies on Neural Network Architectures
Mimilakis, Stylianos I.; Abeßer, Jakob; Chauhan, Jaydeep; Pillai, Prateek Pradeep; Taenzer, Michael |
Konferenzbeitrag
Conference Paper
|
| 2021 |
Towards Deep Learning Strategies for Transcribing Electroacoustic Music
Abeßer, J.; Nowakowski, M.; Weiß, C. |
Konferenzbeitrag
Conference Paper
|
| 2020 |
Cross-Version Singing Voice Detection in Opera Recordings: Challenges for Supervised Learning
Mimilakis, Stylianos Ioannis; Weiss, Christof; Arifi-Müller, Vlora; Abeßer, Jakob; Müller, Meinard |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Musical Source Separation
Cano, E.; FitzGerald, D.; Liutkus, A.; Plumbley, M.D.; Stöter, F.-R. |
Zeitschriftenaufsatz
Journal Article
|
| 2019 |
ACMUS-MIR: A new annotated data set of Andean Colombian music
Mora-Ángel, Fernando; López Gil, Gustavo A.; Cano, Estefanía; Grollmisch, Sascha |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Fundamental Frequency Contour Classification: A Comparison Between Hand-Crafted and CNN-Based Features
Abeßer, Jakob; Müller, Meinard |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Automatic Chord Recognition in Music Education Applications
Grollmisch, Sascha; Cano, Estefanía |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Ensemble size classification in Colombian Andean string music recordings
Grollmisch, Sascha; Cano, Estefanía; Mora-Ãngel, Fernando; López Gil, Gustavo A. |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Microtiming analysis in traditional shetland fiddle music
Cano, E.; Beveridge, S. |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Investigating CNN-based Instrument Family Recognition for Western Classical Music Recordings
Mimilakis, Stylianos I.; Taenzer, Michael; Abeßer, Jakob; Weiss, Christof; Müller, Meinard; Lukashevich, Hanna |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Towards CNN-based Acoustic Modeling of Seventh Chords for Automatic Chord Recognition
Nadar, Christon-Ragavan; Abeßer, Jakob; Grollmisch, Sascha |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Analysis and Visualisation of Music
Wunsche, B.C.; Müller, S.; Tänzer, M. |
Konferenzbeitrag
Conference Paper
|
| 2018 |
Jazz Solo Instrument Classification with Convolutional Neural Networks, Source Separation, and Transfer Learning
Gomez, Juan S.; Abeßer, Jakob; Cano, Estefanía |
Konferenzbeitrag
Conference Paper
|
| 2018 |
Retrieval of Song Lyrics from Sung Queries
Kruspe, A.M.; Goto, M. |
Konferenzbeitrag
Conference Paper
|
| 2018 |
Improving Bass Saliency Estimation using Label Propagation and Transfer Learning
Abeßer, Jakob; Balke, Stefan; Müller, Meinard |
Konferenzbeitrag
Conference Paper
|
| 2018 |
Music Technology and Education
Cano, E.; Dittmar, C.; Abeßer, J.; Kehling, C.; Grollmisch, S. |
Aufsatz in Buch
Book Article
|
| 2018 |
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation
Drossos, K.; Serdyuk, D.; Virtanen, T.; Bengio, Y.; Mimilakis, S.I.; Schuller, G. |
Konferenzbeitrag
Conference Paper
|
| 2018 |
Computational Corpus Analysis: A Case Study on Jazz Solos
Weiß, Christof; Balke, Stefan; Abeßer, Jakob; Müller, Meinard |
Konferenzbeitrag
Conference Paper
|
| 2018 |
Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask
Mimilakis, S.I.; Drossos, K.; Santos, J.F.; Virtanen, T.; Bengio, Y.; Schuller, G. |
Konferenzbeitrag
Conference Paper
|
| 2018 |
Reducing interference with phase recovery in DNN-based monaural singing voice separation
Mimilakis, S.I.; Magron, P.; Drossos, K.; Virtanen, T. |
Konferenzbeitrag
Conference Paper
|
| 2018 |
Harmonic-percussive source separation with deep neural networks and phase recovery
Mimilakis, S.I.; Drossos, K.; Magron, P.; Virtanen, T. |
Konferenzbeitrag
Conference Paper
|
| 2018 |
The dimensions of perceptual quality of sound source separation
Cano, Estefanía; Liebetrau, Judith; Fitzgerald, Derry; Brandenburg, Karlheinz |
Konferenzbeitrag
Conference Paper
|
| 2017 |
A recurrent encoder-decoder approach with skip-filtering connections for monaural singing voice separation
Mimilakis, S.I.; Drossos, K.; Virtanen, T.; Schuller, G. |
Konferenzbeitrag
Conference Paper
|
| 2017 |
Soundslike - automatic content-based music annotation and recommendation for large databases
Grollmisch, Sascha; Lukashevich, Hanna |
Konferenzbeitrag
Conference Paper
|
| 2017 |
Data-driven solo voice enhancement for jazz music retrieval
Balke, Stefan; Dittmar, Christian; Abeßer, Jakob; Müller, Meinard |
Konferenzbeitrag
Conference Paper
|
| 2017 |
Exploring sound source separation for acoustic condition monitoring in industrial scenarios
Cano, Estefanía; Nowak, Johannes; Grollmisch, Sascha |
Konferenzbeitrag
Conference Paper
|
| 2017 |
Automatic speech/music discrimination for broadcast signals
Kruspe, Anna M.; Zapf, Dominik; Lukashevich, Hanna |
Konferenzbeitrag
Conference Paper
|
| 2017 |
Computational methods for tonality-based style analysis of classical music audio recordings
Weiß, Christof |
Dissertation
Doctoral Thesis
|
| 2017 |
Instrument-centered music transcription of solo bass guitar recordings
Abeßer, Jakob; Schuller, Gerald |
Zeitschriftenaufsatz
Journal Article
|
| 2017 |
Deep learning for jazz walking bass transcription
Abeßer, Jakob; Balke, Stefan; Frieler, Klaus; Pfleiderer, Martin; Müller, Meinard |
Konferenzbeitrag
Conference Paper
|
| 2017 |
Score-informed analysis of tuning, intonation, pitch modulation, and dynamics in jazz solos
Abeßer, Jakob; Frieler, Klaus; Cano, Estefanía; Pfleiderer, Martin; Zaddach, Wolf-Georg |
Zeitschriftenaufsatz
Journal Article
|
| 2016 |
Towards evaluating multiple predominant melody annotations in jazz recordings
Balke, Stefan; Driedger, Jonathan; Abeßer, Jakob; Dittmar, Christian; Müller, Meinard |
Konferenzbeitrag
Conference Paper
|
| 2016 |
Bootstrapping a system for phoneme recognition and keyword spotting in unaccompanied singing
Kruspe, Anna M. |
Konferenzbeitrag
Conference Paper
|
| 2016 |
Automatic best take detection for electric guitar and vocal studio recordings
Bönsel, Carsten; Abeßer, Jakob; Grollmisch, Sascha; Mimilakis, Stylianos-Ioannis |
Konferenzbeitrag
Conference Paper
|
| 2016 |
New sonorities for jazz recordings: Separation and mixing using deep neural networks
Cano, Estefanía; Abeßer, Jakob; Schuller, Gerald; Mimilakis, Stylianos-Ioannis |
Konferenzbeitrag
Conference Paper
|
| 2016 |
Phonotactic language identification for singing
Kruspe, Anna M. |
Konferenzbeitrag
Conference Paper
|
| 2016 |
Midlevel analysis of monophonic jazz solos: A new approach to the study of improvisation
Frieler, Klaus; Pfleiderer, Martin; Zaddach, Wolf-Georg; Abeßer, Jakob |
Zeitschriftenaufsatz
Journal Article
|
| 2016 |
Retrieval of textual song lyrics from sung inputs
Kruspe, Anna M. |
Konferenzbeitrag
Conference Paper
|
| 2015 |
Score-informed analysis of intonation and pitch modulation in jazz solos
Abeßer, Jakob; Cano, Estefanía; Frieler, Klaus; Pfleiderer, Martin; Zaddach, Wolf-Georg |
Konferenzbeitrag
Conference Paper
|
| 2015 |
Training phoneme models for singing with "songified" speech data
Kruspe, Anna M. |
Konferenzbeitrag
Conference Paper
|
| 2015 |
Keyword spotting in singing with duration-modeled HMMs
Kruspe, Anna M. |
Konferenzbeitrag
Conference Paper
|
| 2015 |
On the impact of key detection performance for identifying classical music styles
Weiß, Christof; Schaab, Maximilian |
Konferenzbeitrag
Conference Paper
|
| 2015 |
Tonal complexity features for style classification of classical music
Weiß, Christof; Müller, Meinard |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Performer profiling as a method of examining the transmission of Scottish traditional music
Beveridge, Scott; Gibson, Ronnie; Cano, Estefanía |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Phase-based harmonic/percussive separation
Cano, Estefanía; Plumbley, Mark; Dittmar, Christian |
Konferenzbeitrag
Conference Paper
|
| 2014 |
A mid-level approach to local tonality analysis: Extracting key signatures from audio
Weiss, C.; Cano, E.; Lukashevich, Hanna |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Confidence measures in automatic music classification
Lukashevich, Hanna |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Dynamics in jazz improvisation - score-informed estimation and contextual analysis of tone intensities in trumpet and saxophone solos
Abeßer, Jakob; Cano, Estefanía; Frieler, Klaus; Pfleiderer, Martin |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Automatic competency assessment of rhythm performances of ninth-grade and tenth-grade pupils
Abeßer, J.; Dittmar, C.; Grollmisch, S.; Hasselhorn, J.; Lehmann, A. |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Keyword spotting in a-capella singing
Kruspe, Anna M. |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Real-time transcription and separation of drum recordings based on NMF decomposition
Dittmar, Christian; Gärtner, Daniel |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Quantifying and visualizing tonal complexity
Weiss, Christof; Müller, Meinard |
Konferenzbeitrag
Conference Paper
|
| 2014 |
A GMM Approach to Singing Language Identification
Kruspe, Anna M.; Abeßer, Jakob; Dittmar, Christian |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Automatic tablature transcription of electric guitar recordings by estimation of score- and instrument-related parameters
Kehling, Christian; Abeßer, Jakob; Dittmar, Christian; Schuller, Gerald |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Pitch-informed solo and accompaniment separation towards its use in music education applications
Cano, Estefanía; Schuller, Gerald; Dittmar, Christian |
Zeitschriftenaufsatz
Journal Article
|
| 2014 |
Chroma-based scale matching for audio tonality analysis
Weiss, Christof; Habryka, Julian |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Exploring phrase form structures. Pt.II: Monophonic jazz solos
Frieler, Klaus; Zaddach, Wolf-Georg; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Score-informed tracking and contextual analysis of fundamental frequency contours in trumpet and saxophone jazz solos
Abeßer, Jakob; Pfleiderer, Martin; Frieler, Klaus; Zaddach, Wolf-Georg |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Timbre-invariant audio features for style analysis of classical music
Weiss, Christof; Mauch, Matthias; Dixon, Simon |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Improving singing language identification through i-vector extraction
Kruspe, Anna M. |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Automatic style classification of jazz records with respect to rhythm, tempo, and tonality
Eppler, Arndt; Männchen, Andreas; Abeßer, Jakob; Weiss, Christof; Frieler, Klaus |
Konferenzbeitrag
Conference Paper
|
| 2014 |
A multiple-expert framework for instrument recognition
Abeßer, J.; Dittmar, C.; Lukashevich, H.; Grasis, M. |
Konferenzbeitrag
Conference Paper
|
| 2011 |
Server based pitch detection for web applications
Dittmar, C.; Grollmisch, S.; Cano, E.; Dressler, K. |
Konferenzbeitrag
Conference Paper
|
| 2010 |
Automatic Detection of Audio Effects in Guitar and Bass Recordings
Abeßer, J.; Stein, M.; Dittmar, C.; Schuller, G. |
Konferenzbeitrag
Conference Paper
|
| 2009 |
Feature Selection vs. Feature Space Transformation in Music Genre Classification Framework
Lukashevich, H. |
Konferenzbeitrag
Conference Paper
|
| 2009 |
Feature selection vs. Feature Space Transformation in automatic music genre classification tasks
Lukashevich, Hanna |
Konferenzbeitrag
Conference Paper
|
| 2004 |
Further steps towards drum transcription of polyphonic music
Dittmar, Christian; Uhle, Christian |
Konferenzbeitrag
Conference Paper
|
| 2003 |
Using a Physiological Ear Model for Automatic Melody Transcription and Sound Source Recognition
Heinz, T.; Brückmann, A. |
Konferenzbeitrag
Conference Paper
|
Fraunhofer-Institut für Digitale Medientechnologie IDMT