Mark D. Plumbley
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Engineering
Mark D. Plumbley's Degrees
- PhD Electrical Engineering University of Oxford
- Masters Signal Processing University of Oxford
- Bachelors Electrical Engineering University of Oxford
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(Suggest an Edit or Addition)Mark D. Plumbley's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Best Practices for Scientific Computing (2012) (570)
- PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition (2019) (434)
- Acoustic Scene Classification: Classifying environments from the sounds they produce (2014) (343)
- Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge (2018) (249)
- Sparse Representations in Audio and Music: From Coding to Source Separation (2010) (243)
- Algorithms for nonnegative independent component analysis (2003) (243)
- Detection and Classification of Acoustic Scenes and Events (2015) (239)
- Automatic large-scale classification of bird sounds is strongly improved by unsupervised feature learning (2014) (232)
- Context-Dependent Beat Tracking of Musical Audio (2007) (222)
- Audio Inpainting (2012) (218)
- Detection and classification of acoustic scenes and events: An IEEE AASP challenge (2013) (203)
- Large-Scale Weakly Supervised Audio Classification Using Gated Convolutional Neural Network (2017) (201)
- Theorems on Positive Data: On the Uniqueness of NMF (2008) (197)
- Computational Analysis of Sound Scenes and Events (2017) (193)
- Polyphonic music transcription by non-negative sparse coding of power spectra (2004) (152)
- Wideband Spectrum Sensing on Real-Time Signals at Sub-Nyquist Sampling Rates in Single and Cooperative Multiple Nodes (2016) (146)
- A "nonnegative PCA" algorithm for independent component analysis (2004) (128)
- Fast Dictionary Learning for Sparse Representations of Speech Signals (2011) (126)
- Oracle estimators for the benchmarking of source separation algorithms (2007) (121)
- Automatic Music Transcription and Audio Source Separation (2002) (117)
- Learning Incoherent Dictionaries for Sparse Approximation Using Iterative Projections and Rotations (2013) (114)
- Conditions for nonnegative independent component analysis (2002) (113)
- Score-Informed Source Separation for Musical Audio Recordings: An overview (2014) (110)
- Acoustic Scene Classification (2014) (107)
- Deep Karaoke: Extracting Vocals from Musical Mixtures Using a Convolutional Deep Neural Network (2015) (104)
- Information dynamics: patterns of expectation and surprise in the perception of music (2009) (103)
- Evaluation of live human-computer music-making: Quantitative and qualitative approaches (2009) (97)
- Audio Set Classification with Attention Model: A Probabilistic Perspective (2017) (96)
- Probabilistic Modeling Paradigms for Audio Source Separation (2010) (95)
- Polyphonic transcription by non-negative sparse coding of power spectra (2004) (93)
- Blind Separation of Positive Sources by Globally Convergent Gradient Search (2004) (91)
- Single channel audio source separation using convolutional denoising autoencoders (2017) (91)
- Convolutional gated recurrent neural network incorporating spatial features for audio tagging (2017) (89)
- Sound Event Detection and Time–Frequency Segmentation from Weakly Labelled Data (2018) (88)
- Unsupervised analysis of polyphonic music by sparse coding (2006) (85)
- Polyphonic Sound Event Detection and Localization using a Two-Stage Strategy (2019) (83)
- A database and challenge for acoustic scene classification and event detection (2013) (82)
- Geometrical methods for non-negative ICA: Manifolds, Lie groups and toral subalgebras (2005) (81)
- Efficient information transfer and anti-Hebbian neural networks (1993) (79)
- Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging (2016) (77)
- Score informed audio source separation using constrained nonnegative matrix factorization and score synthesis (2013) (73)
- Sound Event Detection of Weakly Labelled Data With CNN-Transformer and Automatic Threshold Optimization (2019) (73)
- Adaptive whitening for Improved Real-Time audio onset Detection (2007) (72)
- Chime-home: A dataset for sound source recognition in a domestic environment (2015) (71)
- Fast Multidimensional Entropy Estimation by $k$-d Partitioning (2009) (70)
- Lyapunov functions for convergence of principal component algorithms (1995) (70)
- Cross-task learning for audio tagging, sound event detection and spatial localization: DCASE 2019 baseline systems (2019) (66)
- Sparse representations of polyphonic music (2006) (66)
- Unsupervised neural network learning procedures for feature extraction and classification (1996) (66)
- Deep Neural Network Baseline for DCASE Challenge 2016 (2016) (65)
- Automatic Environmental Sound Recognition: Performance Versus Computational Cost (2016) (65)
- Attention and Localization Based on a Deep Convolutional Recurrent Model for Weakly Supervised Audio Tagging (2017) (63)
- Weakly Labelled AudioSet Tagging With Attention Neural Networks (2019) (63)
- Real-time temporal segmentation of note objects in music signals (2004) (62)
- BEAT TRACKING WITH A TWO STATE MODEL (2005) (61)
- INK-SVD: Learning incoherent dictionaries for sparse representations (2012) (60)
- Algorithms for Non-Negative Independent Component Analysis (2002) (60)
- A constrained matching pursuit approach to audio declipping (2011) (60)
- Reliability-Informed Beat Tracking of Musical Signals (2012) (58)
- Sequential minimal eigenvalues - an approach to analysis dictionary learning (2011) (56)
- Sound Event Detection: A tutorial (2021) (55)
- Musical Source Separation: An Introduction (2019) (54)
- B-Keeper: a beat-tracker for live performance (2007) (54)
- Recovery of Sparse Representations by Polytope Faces Pursuit (2006) (54)
- Attention-based convolutional neural networks for acoustic scene classification (2018) (52)
- BLIND SEPARATION OF POSITIVE SOURCES USING NON-NEGATIVE PC A (2003) (51)
- Real-time beat-synchronous analysis of musical audio (2009) (50)
- An Open Dataset for Research on Audio Field Recording Archives: freefield1010 (2013) (49)
- A measure of statistical complexity based on predictive information (2010) (48)
- Discourse Analysis Evaluation Method for Expressive Musical Interfaces (2008) (47)
- A joint detection-classification model for audio tagging of weakly labelled data (2016) (46)
- On Polar Polytopes and the Recovery of Sparse Representations (2005) (45)
- INVESTIGATING SINGLE-CHANNEL AUDIO SOURCE SEPARATION METHODS BASED ON NON-NEGATIVE MATRIX FACTORIZATION (2006) (44)
- Analysis SimCO Algorithms for Sparse Analysis Model Based Dictionary Learning (2016) (43)
- Detection of overlapping acoustic events using a temporally-constrained probabilistic model (2016) (43)
- Lie Group Methods for Optimization with Orthogonality Constraints (2004) (43)
- Attention-based Atrous Convolutional Neural Networks: Visualisation and Understanding Perspectives of Acoustic Scenes (2019) (42)
- Latent Variable Analysis and Signal Separation (2018) (42)
- Preliminary guidelines for subjective evalutation of audio source separation algorithms (2006) (42)
- Birdsong and C4DM: A survey of UK birdsong and machine recognition for music researchers (2011) (40)
- A Hebbian/anti-Hebbian network which optimizes information capacity by orthonormalizing the principal subspace (1993) (40)
- Causal Tempo Tracking of Audio (2004) (39)
- Dictionary Learning for L1-Exact Sparse Coding (2007) (38)
- Low Bit-Rate Object Coding of Musical Audio Using Bayesian Harmonic Models (2007) (38)
- An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection (2020) (37)
- Fast labelling of notes in music signals (2004) (37)
- The Medium is the Message: Composing Instruments and Performing Mappings (2011) (37)
- Raw Multi-Channel Audio Source Separation using Multi- Resolution Convolutional Auto-Encoders (2018) (36)
- Deep Learning Based Energy Disaggregation and On/Off Detection of Household Appliances (2019) (36)
- Multichannel High-Resolution NMF for Modeling Convolutive Mixtures of Non-Stationary Signals in the Time-Frequency Domain (2014) (36)
- Riemannian Optimization Method on the Flag Manifold for Independent Subspace Analysis (2006) (35)
- IF THE INDEPENDENT COMPONENTS OF NATURAL IMAGES ARE EDGES, WHAT ARE THE INDEPENDENT COMPONENTS OF NATURAL SOUNDS? (2001) (35)
- Surrey-cvssp system for DCASE2017 challenge task4 (2017) (35)
- PROBABILITY AS METADATA: EVENT DETECTION IN MUSIC USING ICA AS A CONDITIONAL DENSITY MODEL (2003) (35)
- Source Separation with Weakly Labelled Data: an Approach to Computational Auditory Scene Analysis (2020) (32)
- Polyphonic piano transcription using non-negative Matrix Factorisation with group sparsity (2014) (32)
- Two-Stage Single-Channel Audio Source Separation Using Deep Neural Networks (2017) (32)
- An Independent Component Analysis Approach to Automatic Music Transcription (2003) (30)
- Audio Captioning Transformer (2021) (30)
- Combining Mask Estimates for Single Channel Audio Source Separation Using Deep Neural Networks (2016) (30)
- Structured sparsity for automatic music transcription (2012) (29)
- Audio for Audio is Better? An Investigation on Transfer Learning Models for Heart Sound Classification (2020) (29)
- Cybernetics and Systems (2018) (29)
- Geometry and homotopy for l 1 sparse representations (2005) (29)
- DCASE 2018 Challenge Surrey cross-task convolutional neural network baseline (2018) (28)
- Single Channel Audio Source Separation using Deep Neural Network Ensembles (2016) (28)
- Hierarchical Learning for DNN-Based Acoustic Scene Classification (2016) (28)
- Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019) (2018) (28)
- Real-Time Chord Recognition for Live Performance (2009) (27)
- An Encoder-Decoder Based Audio Captioning System with Transfer and Reinforcement Learning (2021) (27)
- A Joint Separation-Classification Model for Sound Event Detection of Weakly Labelled Data (2017) (26)
- An alternating descent algorithm for the off-grid DOA estimation problem with sparsity constraints (2012) (26)
- Characteristics of the beatboxing vocal style (2008) (26)
- A spectral difference approach to downbeat extraction in musical audio (2006) (25)
- Large‐scale analysis of frequency modulation in birdsong data bases (2013) (25)
- Sparse Coding for Convolutive Blind Audio Source Separation (2006) (25)
- Malicious User Detection Based on Low-Rank Matrix Completion in Wideband Spectrum Sensing (2018) (25)
- Towards a musical beat emphasis function (2009) (24)
- Segregating event streams and noise with a Markov renewal process model (2012) (24)
- Audio Commons: bringing Creative Commons audio content to the creative industries (2016) (24)
- TWO-STAGE SOUND EVENT LOCALIZATION AND DETECTION USING INTENSITY VECTOR AND GENERALIZED CROSS-CORRELATION Technical Report (2019) (24)
- Sound Event Localization and Detection Using CRNN on Pairs of Microphones (2019) (24)
- DCASE 2018 Challenge baseline with convolutional neural networks (2018) (24)
- Sparse Recovery and Dictionary Learning From Nonlinear Compressive Measurements (2018) (24)
- SMALLbox - An Evaluation Framework for Sparse Representations and Dictionary Learning Algorithms (2010) (23)
- Onset Event Decoding Exploiting the Rhythmic Structure of Polyphonic Music (2011) (23)
- Proceedings of the 7th international conference on Independent component analysis and signal separation (2007) (23)
- Delayed Decision-making in Real-time Beatbox Percussion Classification (2010) (22)
- Predominant-F0 estimation using Bayesian harmonic waveform models (2005) (21)
- Unsupervised onset detection : A probabilistic approach using ICA and a hidden Markov classifier (2003) (21)
- Beat Tracking Towards Automatic Musical Accompaniment (2005) (21)
- Speech denoising based on a greedy adaptive dictionary algorithm (2009) (19)
- Big Chord Data Extraction and Mining (2014) (19)
- Efficient compressive spectrum sensing algorithm for M2M devices (2014) (19)
- CAA-Net: Conditional Atrous CNNs With Attention for Explainable Device-Robust Acoustic Scene Classification (2020) (18)
- Proceedings of the Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016), Budapest, Hungary, 3 Sep 2016. (2016) (18)
- Joint detection and classification convolutional neural network on weakly labelled bird audio detection (2017) (18)
- Application of Geometric Dependency Analysis to the Separation of Convolved Mixtures (2004) (18)
- Optimization Using Fourier Expansion over a Geodesic for Non-negative ICA (2004) (18)
- Do cortical maps adapt to optimize information density? (1999) (18)
- A prototype system for object coding of musical audio (2005) (18)
- Conditional Sound Generation Using Neural Discrete Time-Frequency Representation Learning (2021) (18)
- Dictionary Learning with Large Step Gradient Descent for Sparse Representations (2012) (18)
- Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation (2017) (18)
- Non-Negative Group Sparsity with Subspace Note Modelling for Polyphonic Transcription (2016) (18)
- Measuring the Performance of Beat Tracking Algorithms Using a Beat Error Histogram (2011) (17)
- Dictionary learning of convolved signals (2011) (17)
- A dynamic programming variant of non-negative matrix deconvolution for the transcription of struck string instruments (2015) (17)
- CL4AC: A Contrastive Loss for Audio Captioning (2021) (16)
- ADAPTIVE LATERAL INHIBITION FOR NON-NEGATIVE ICA (2001) (16)
- BSS Eval or Peass? Predicting the Perception of Singing-Voice Separation (2018) (16)
- predictive information , multi-information , and binding information (2010) (16)
- Evaluation of audio source separation models using hypothesis-driven non-parametric statistical methods (2016) (16)
- An adaptive stereo basis method for convolutive blind audio source separation (2008) (16)
- Natural Conjugate Gradient on Complex Flag Manifolds for Complex Independent Subspace Analysis (2008) (16)
- Audio-only Bird Classification Using Unsupervised Feature Learning (2014) (16)
- Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks (2019) (15)
- Improving instrument recognition in polyphonic music through system integration (2014) (15)
- Note onset detection using rhythmic structure (2010) (15)
- Single-Channel Mixture Decomposition Using Bayesian Harmonic Models (2006) (15)
- Information Theory and Neural Networks (1993) (15)
- A Multichannel Spatial Compressed Sensing Approach for Direction of Arrival Estimation (2010) (15)
- Introduction to sound scene and event analysis (2018) (15)
- Sound Event Detection with Sequentially Labelled Data Based on Connectionist Temporal Classification and Unsupervised Clustering (2019) (14)
- A robust method for S1/S2 heart sounds detection without ecg reference based on music beat tracking (2012) (14)
- Denoising and segmentation of the second heart sound using matching pursuit (2012) (14)
- Discriminative Enhancement for Single Channel Audio Source Separation Using Deep Neural Networks (2016) (14)
- Improved multiple birdsong tracking with distribution derivative method and Markov renewal process clustering (2013) (13)
- Perceptual Evaluation of Source Separation for Remixing Music (2017) (13)
- Audio source separation with a signal-adaptive local cosine transform (2007) (13)
- Flag Manifolds for Subspace ICA Problems (2007) (13)
- Neuroevolution for sound event detection in real life audio: A pilot study (2017) (13)
- General-purpose audio tagging from noisy labels using convolutional neural networks (2018) (13)
- An L1 criterion for dictionary learning by subspace identification (2010) (13)
- Acoustic Scene Generation with Conditional Samplernn (2019) (13)
- An adaptive orthogonal sparsifying transform for speech signals (2008) (13)
- Exploring the effect of rhythmic style classification on automatic tempo estimation (2008) (12)
- AudioLDM: Text-to-Audio Generation with Latent Diffusion Models (2023) (12)
- Consistent Dictionary Learning for Signal Declipping (2018) (12)
- On Metric Learning for Audio-Text Cross-Modal Retrieval (2022) (12)
- Fully DNN-Based Multi-Label Regression for Audio Tagging (2016) (12)
- Analysis-based sparse reconstruction with synthesis-based solvers (2012) (12)
- Separate What You Describe: Language-Queried Audio Source Separation (2022) (12)
- Sparse reconstruction for compressed sensing using Stagewise Polytope Faces Pursuit (2009) (12)
- Automatic Music Transcription using row weighted decompositions (2013) (12)
- AUTOMATED RHYTHMIC TRANSFORMATION OF MUSICAL AUDIO (2008) (12)
- Leveraging Pre-trained BERT for Audio Captioning (2022) (12)
- COMPARING MID-LEVEL REPRESENTATIONS FOR AUDIO BASED BEAT TRACKING (2005) (11)
- Sound Source Separation (2011) (11)
- Audio source separation using sparse representations (2011) (11)
- Clustering of Sparse Binary Data using a Minimum Description Length Approach (2002) (11)
- Towards musical instrument separation using multiple-cause neural networks (2000) (11)
- Masked non-negative matrix factorization for eire detection using weakly labeled data (2017) (11)
- Efficient Bayesian inference for harmonic models via adaptive posterior factorization (2008) (11)
- Phase-based harmonic/percussive separation (2014) (11)
- Multi-instance Learning for Bipolar Disorder Diagnosis using Weakly Labelled Speech Data (2019) (11)
- Weakly labelled AudioSet Classification with Attention Neural Networks (2019) (10)
- Transcription of vocal melodies using voice characteristics and algorithm fusion (2006) (10)
- On the Use of Entropy for Beat Tracking Evaluation (2007) (10)
- Approaches to Complex Sound Scene Analysis (2018) (10)
- Separating sources from sequentially acquired mixtures of heart signals (2011) (10)
- Gender Bias in Depression Detection Using Audio Features (2020) (9)
- Recognition of harmonic sounds in polyphonic audio using a missing feature approach (2013) (9)
- Real-time Visual Beat Tracking using a Comb Filter Matrix (2011) (9)
- Choosing analysis or synthesis recovery for sparse reconstruction (2012) (9)
- Diverse Audio Captioning Via Adversarial Training (2021) (9)
- Real Time Object Based Coding (2003) (9)
- Speech Separation Using an Adaptive Sparse Dictionary Algorithm (2008) (9)
- Beat tracking with a two state model [music applications] (2005) (9)
- MUSIC REMIXING AND UPMIXING USING SOURCE SEPARATION (2016) (9)
- Polyphonic Sound Event Tracking Using Linear Dynamical Systems (2017) (9)
- Big Data for Musicology (2014) (9)
- ICA and Related Models Applied to Audio Analysis and Separation (2001) (9)
- SiSEC 2018: State of the art in musical audio source separation - subjective selection of the best algorithm (2018) (8)
- Information processing in negative feedback neural networks. (1996) (8)
- Performance Following: Real-Time Prediction of Musical Sequences Without a Score (2012) (8)
- Synchronizing Sequencing Software to a Live Drummer (2013) (8)
- Musical audio analysis using sparse representations (2006) (8)
- Extension of Sparse, Adaptive Signal Decompositions to Semi-blind Audio Source Separation (2009) (8)
- Structured sparsity using backwards elimination for Automatic Music Transcription (2013) (8)
- Learning With Out-of-Distribution Data for Audio Classification (2020) (8)
- Non-negative mixtures (2010) (8)
- Generation and adaptation of neural networks by evolutionary techniques (GANNET) (1993) (8)
- Binaural and log-power spectra features with deep neural networks for speech-noise separation (2017) (8)
- Direct Approaches to Improving the Robustness of Multilayer Neural Networks (1992) (8)
- PaperClip: A Digital Pen Interface for Semantic Speech Editing in Radio Production (2018) (8)
- Timbre remapping through a regression-tree technique (2010) (8)
- Oracle estimation of adaptive cosine packet transforms for underdetermined audio source separation (2008) (8)
- Learning Incoherent Subspaces: Classification via Incoherent Dictionary Learning (2014) (7)
- Multichannel HR-NMF for modelling convolutive mixtures of non-stationary signals in the time-frequency domain (2013) (7)
- Fully Deep Neural Networks Incorporating Unsupervised Feature Learning for Audio Tagging (2016) (7)
- Separation of stereo speech signals based on a sparse dictionary algorithm (2008) (7)
- Approximating Optimal Information Transmission using Local Hebbian Algorithms in a Double Feedback Loop (1993) (7)
- Riemannian optimization method on generalized flag manifolds for complex and subspace ICA (2006) (7)
- Deep neural network based audio source separation (2016) (7)
- Accounting for phase cancellations in non-negative matrix factorization using weighted distances (2014) (7)
- On the disjointess of sources in music using different time-frequency representations (2011) (7)
- Sound Software: Towards software reuse in audio and music research (2012) (7)
- The Serendiptichord: A Wearable Instrument for Contemporary Dance Performance (2010) (7)
- Structure-aware dictionary learning with harmonic atoms (2011) (7)
- Automated audio captioning: an overview of recent progress and new challenges (2022) (7)
- STACKED CONVOLUTIONAL NEURAL NETWORKS FOR GENERAL-PURPOSE AUDIO TAGGING Technical Report (2018) (7)
- Remixing musical audio on the web using source separation (2016) (7)
- Framewise heterodyne chirp analysis of birdsong (2012) (7)
- A comparison of two different methods for score-informed source separation (2012) (6)
- A new hillclimber for classifier systems (1997) (6)
- Acoustic Event Detection from Weakly Labeled Data Using Auditory Salience (2019) (6)
- Fast Iterative Shrinkage for Signal Declipping and Dequantization (2018) (6)
- A Passive Similarity based CNN Filter Pruning for Efficient Acoustic Scene Classification (2022) (6)
- Low-rank matrix completion based malicious user detection in cooperative spectrum sensing (2013) (6)
- Benchmarking flexible adaptive time-frequency transforms for underdetermined audio source separation (2009) (6)
- The effect of receptor signal-to-noise levels on optimal filtering in a sensory system (1991) (6)
- Psychophysical Evaluation of Audio Source Separation Methods (2017) (6)
- Audio Effects for Real-Time Performance Using Beat Tracking (2007) (6)
- Coupled Sparse NMF vs. Random Forest Classification for Real Life Acoustic Event Detection (2016) (6)
- Non-negative matrix factorisation incorporating greedy hellinger sparse coding applied to polyphonic music transcription (2015) (6)
- Real-time beat-synchronous audio effects (2007) (6)
- Geometry and Manifolds for Independent Component Analysis (2007) (5)
- Fixed points of dictionary learning algorithms for sparse representations (2013) (5)
- UNTWIST: A NEW TOOLBOX FOR AUDIO SOURCE SEPARATION (2016) (5)
- Combining Fully Convolutional and Recurrent Neural Networks for Single Channel Audio Source Separation (2018) (5)
- Orthogonality-Regularized Masked NMF for Learning on Weakly Labeled Audio Data (2018) (5)
- The roles of neural and evolutionary computing in intelligent software systems (1996) (5)
- A Track-Wise Ensemble Event Independent Network for Polyphonic Sound Event Localization and Detection (2022) (5)
- Hearing the shape of a room (2013) (5)
- Generalisation in Environmental Sound Classification: The ‘Making Sense of Sounds’ Data Set and Challenge (2019) (5)
- Blind Source Separation using Space-Time Independent Component Analysis (2007) (5)
- Assessment of musical noise using localization of isolated peaks in time-frequency domain (2017) (5)
- Probabilistic time-frequency source-filter decomposition of non-stationary signals (2013) (5)
- Using phase linearity in frequency-domain ICA to tackle the permutation problem (2009) (5)
- Rhythmic Analysis for Real-Time audio effects (2008) (5)
- GEOMETRIC ICA USING NONLINEAR CORRELATION AND MDS (2003) (5)
- Source extraction from two-channel mixtures by joint cosine packet analysis (2006) (5)
- Weighted Magnitude-Phase Loss for Speech Dereverberation (2021) (5)
- Instrumentation-based music similarity using sparse representations (2012) (4)
- A Network Which Performs Orthonormalized Principal Subspace Extraction (1994) (4)
- The Melody Triangle: Exploring Pattern and Predictability in Music (2012) (4)
- Supporting Audiography: Design of a System for Sentimental Sound Recording, Classification and Playback (2018) (4)
- Segment-Level Metric Learning for Few-Shot Bioacoustic Event Detection (2022) (4)
- INCORPORATING AUXILIARY DATA FOR URBAN SOUND TAGGING Technical Report (2020) (4)
- Information theory and neural network learning algorithms (1993) (4)
- Automatic music transcription using low rank non-negative matrix decomposition (2017) (4)
- Deep Neural Decision Forest for Acoustic Scene Classification (2022) (4)
- Estimating the loudness balance of musical mixtures using audio source separation (2017) (4)
- A Contextual Study of Semantic Speech Editing in Radio Production (2018) (4)
- Cognitive music modelling: An information dynamics approach (2012) (4)
- Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks (2018) (4)
- Sparse Analysis Model Based Dictionary Learning for Signal Declipping (2021) (4)
- Harmonic Motion: A Toolkit for Processing Gestural Data for Interactive Sound (2014) (4)
- Feature design for multilabel bird song classification in noise ( NIPS 4 B challenge ) (2013) (4)
- Fast Factorization-Based Inference for Bayesian Harmonic Models (2006) (4)
- Multi-Band Multi-Resolution Fully Convolutional Neural Networks for Singing Voice Separation (2019) (4)
- Clustering Expressive Timing with Regressed Polynomial Coefficients Demonstrated by a Model Selection Test (2017) (4)
- A greedy algorithm with learned statistics for sparse signal reconstruction (2017) (4)
- Singing voice separation using deep neural networks and f0 estimation (2016) (4)
- Evidence that phrase-level tempo variation may be represented using a limited dictionary (2014) (4)
- Use of Audio Editors in Radio Production (2015) (4)
- Causal Prediction of Continuous-Valued Music Features (2011) (3)
- Surrey System for DCASE 2022 Task 5: Few-shot Bioacoustic Event Detection with Segment-level Metric Learning (2022) (3)
- Oracle evaluation of flexible adaptive transforms for underdetermined audio source separation (2008) (3)
- Using deep neural networks to estimate tongue movements from speech face motion (2017) (3)
- Behavior of greedy sparse representation algorithms on nested supports (2013) (3)
- Audio inpainting: problem statement, relation with sparse representations and some experiments (2010) (3)
- BSS Oracle Toolbox Version 2.1 User Guide (2007) (3)
- Information Theory And Sensory Perception (2006) (3)
- Improving Reverberant Speech Separation with Binaural Cues Using Temporal Context and Convolutional Neural Networks (2018) (3)
- IEEE AASP CASA Challenge - Public Dataset for Scene Classification Task (2012) (3)
- Blind source separation of convolutive audio using an adaptive stereo basis (2006) (3)
- Robustness and independence of voice timbre features under live performance acoustic degradations (2008) (3)
- Simple Pooling Front-ends For Efficient Audio Classification (2022) (3)
- Learning the Spectrogram Temporal Resolution for Audio Classification (2022) (3)
- Predicting the perceived level of reverberation using machine learning (2018) (3)
- On Theorem 10 in "On Polar Polytopes and the Recovery of Sparse Representations" [Sep 07 3188-3195] (2013) (3)
- A Subspace Network That Determines Its Own Output Dimension (1994) (3)
- Group non-negative basis pursuit for automatic music transcription (2012) (3)
- Sensory adaptation: an information-theoretic viewpoint (1989) (3)
- Performance following: Tracking a performance without a score (2010) (3)
- A doubly sparse greedy adaptive dictionary learning algorithm for music and large-scale data (2010) (2)
- A Turing Test for B-Keeper: Evaluating an Interactive (2008) (2)
- IEEE AASP CASA Challenge - Training Dataset for Event Detection Task (subtasks OL, OS) (2012) (2)
- Maximizing information about a noisy signal with a single non-linear neuron (1999) (2)
- A source localization approach based on structured sparsity for broadband far-field sources (2011) (2)
- IEEE AASP CASA Challenge - Development Dataset for Event Detection Task (subtask OL) (2012) (2)
- Gradient Polytope Faces Pursuit for large scale sparse recovery problems (2010) (2)
- Learning incoherent subspaces for classification via supervised iterative projections and rotations (2013) (2)
- Software Techniques for Good Practice in Audio and Music Research (2013) (2)
- Cross-associating unlabelled timbre distributions to create expressive musical mappings (2010) (2)
- Submitteed to the International Conference on Independent Component Analysis and Blind Signal Separation ( ICA 2001 ) ADAPTIVE LATERAL INHIBITION FOR NON-NEGATIVE ICA (2001) (2)
- MIREX 2009 AUDIO BEAT TRACKING EVALUATION: DAVIES, ROBERTSON AND PLUMBLEY (2009) (2)
- Blind source separation of periodic sources from sequentially recorded instantaneous mixtures (2011) (2)
- Low-Complexity CNNs for Acoustic Scene Classification (2022) (2)
- Synthesis of Images by Two-Stage Generative Adversarial Networks (2018) (2)
- Sub-Nyquist spectrum sensing and learning challenge (2021) (2)
- Federated Learning With Highly Imbalanced Audio Data (2021) (2)
- The Role of High Frequencies in Convolutive Blind Source Separation of Speech Signals (2007) (2)
- The Serendiptichord: Reflections on the Collaborative Design Process between Artist and Researcher (2012) (2)
- Information dynamics and the perception of temporal structure (2009) (2)
- Raw Audio for Depression Detection Can Be More Robust Against Gender Imbalance than Mel-Spectrogram Features (2020) (2)
- Estimating Phase Linearity in the Frequency-Domain ICA Demixing Matrix (2009) (2)
- Learning Timbre Analogies from Unlabelled Data by Multivariate Tree Regression (2011) (2)
- The Clustering of Expressive Timing Within a Phrase in Classical Piano Performances by Gaussian Mixture Models (2015) (2)
- Experiments on musical instrument separation using multiple-cause models (2004) (2)
- Learning overcomplete dictionaries with ℓ0-sparse Non-negative Matrix Factorisation (2013) (2)
- Group Polytope Faces Pursuit for Recovery of Block-Sparse Signals (2012) (2)
- USING PHASE LINEARITY TO TACKLE THE PERMUTATION PROBLEM IN AUDIO SOURCE SEPARATION (2008) (2)
- Object-Coding for Resolution-Free Musical Audio (2007) (2)
- SOLVING THE PERMUTATION PROBLEM USING PHASE LINEARITY AND FREQUENCY CORRELATION (2008) (2)
- ICA Research Network International Workshop (2006) (1)
- Sparse kernel dictionary learning (2016) (1)
- Model-based audio source separation (2005) (1)
- INEXACT PROXIMAL OPERATORS FOR `p-QUASINORM MINIMIZATION (2018) (1)
- ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation (2022) (1)
- Communications and neural networks: theory and practice (1997) (1)
- A model selection test on effective factors of the choice of expressive timing clusters for a phrase (2016) (1)
- Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention (2022) (1)
- Estimating parameters from audio for an EG+LFO model of pitch envelopes (2009) (1)
- Acoustic detection of multiple birds in environmental audio by Matching Pursuit (2013) (1)
- Matching live sources with physical models (2003) (1)
- Predictive Information Rate in Discrete-time Gaussian Processes (2012) (1)
- Source Separation of the Second Heart Sound via Alternating Optimization (2021) (1)
- Predicting the Perceived Level of Reverberation using Features from Nonlinear Auditory Model (2018) (1)
- Visualising Chord Progressions in Music Collections: A Big Data Approach (2014) (1)
- Analysis of an Unsupervised Indirect Feedback Network (1994) (1)
- Dictionary learning for speech based on a doubly sparse greedy adaptive dictionary algorithm (2009) (1)
- Rendering Audio Using Expressive MIDI (2009) (1)
- Ontology-aware Learning and Evaluation for Audio Tagging (2022) (1)
- Predictive Information in Gaussian Processes with Application to Music Analysis (2013) (1)
- Using Oracle Analysis for Decomposition-Based Automatic Music Transcription (2012) (1)
- A Reproducible Research Framework for Audio Inpainting (2011) (1)
- Tempo estimation and beat tracking with adaptive input selection (2006) (1)
- Deep Remix: Remixing Musical Mixtures Using a Convolutional Deep Neural Network (2015) (1)
- Audio source separation with deep neural networks using the dropout algorithm (2017) (1)
- Sound Event Localization and Detection for Real Spatial Sound Scenes: Event-Independent Network and Data Augmentation Chains (2022) (1)
- Structure-aware non-negative dictionary learning (2011) (1)
- Unsupervised Learning for Music (1999) (1)
- Continual Learning for On-Ddevice Environmental Sound Classification (2022) (1)
- Online connectionist Q-learning produces unreliable performance with a synonym finding task (2000) (1)
- Predictive information and Bayesian surprise in exchangeable random processes (2010) (1)
- Real Time Gesture Learning and Recognition: Towards Automatic Categorization (2008) (1)
- How Predictable Do We Like Our Music? Eliciting Aesthetic Preferences With The Melody Triangle Mobile App (2013) (1)
- Improving the Performance of Pitch Estimators (2010) (1)
- ARCA23K: An Audio Dataset for Investigating Open-Set Label Noise (2021) (1)
- Open-Window: A Sound Event Dataset for Window State Detection and Recognition (2020) (1)
- Musical Instruments Identification System (2006) (1)
- Towards Generating Diverse Audio Captions via Adversarial Training (2022) (1)
- Leveraging Pre-trained AudioLDM for Sound Generation: A Benchmark Study (2023) (0)
- Multi-target pitch tracking of vibrato sources in noise using the GM-PHD filter (2012) (0)
- A Demonstration of Hierarchical Structure Usage in Expressive Timing Analysis by Model Selection Tests (2018) (0)
- Dictionary learning via projected maximal exploration (2013) (0)
- Robust bird species recognition: making it work for dawn chorus audio archives (2014) (0)
- Audio analysis using sparse representations. (2008) (0)
- Using UMAP to Inspect Audio Data for Unsupervised Anomaly Detection under Domain-Shift Conditions (2021) (0)
- Eye Tracking as Interface for Parametric Design (2013) (0)
- Information-Theoretic Approaches to Neural Network Learning (2019) (0)
- Fast tagging of natural sounds using marginal co-regularization (2017) (0)
- On Theorem 10 in "On Polar Polytopes and the Recovery of Sparse Representations" (vol 50, pg 2231, 2004) (2013) (0)
- Inexact Proximal Operators for $\ell_{p}$-Quasinorm Minimization (2018) (0)
- CHALLENGE : RANDOM SYSTEM PERFORMANCE IN TASK 3 (2016) (0)
- Sparse Representations and Dictionary Learning Evaluation Framework – SMALLbox (2011) (0)
- Proceedings of International ICSC Symposium on Soft Computing and Intelligent Systems for Industry (2002) (0)
- Signal Processing, Psychoacoustic Engineering and Digital Worlds: Interdisciplinary Audio Research at the University of Surrey (2017) (0)
- Latent Variable Analysis and Signal Separation: 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2–5, 2018, Proceedings (2018) (0)
- Convolutive Blind Source Separation of Speech Signals in the Low Frequency Bands (2007) (0)
- ENTROPY BASED BEAT TRACKING EVALUATION (2006) (0)
- Identification of dental bacteria using statistical and neural approaches (2002) (0)
- Geodesic Learning Algorithms Over Flag Manifolds (2007) (0)
- Event-based Multitrack Alignment using a Probabilistic Framework (2015) (0)
- Evaluating Dictionary Learning for Sparse Representation Algorithms using SMALLbox (2011) (0)
- Creating Cultures of Innovation: The Digital Creative Industries (2014) (0)
- REAL-TIME BEAT-TRACKER FOR LIVE PERFORMANCE WITH DRUMS (2007) (0)
- 3 Blind Source Separation using Space–Time Independent Component Analysis (0)
- Separating Musical Audio Signals (2014) (0)
- Book and Media Review Editor (2008) (0)
- IEEE AASP CASA Challenge - Linux System Image (2013) (0)
- Information dynamics (1989) (0)
- Multivariate iterative hard thresholding for sparse decomposition with flexible sparsity patterns (2017) (0)
- Post-Processing Fiddle~: A Real-Time Multi-Pitch Tracking Technique Using Harmonic Partial Subtraction for Use within Live Performance Systems (2009) (0)
- Ååüüññþþòò Áòòóöññøøóò Óùø Aeóó×ý Ëëëòòð Ûûøø Ëëòòðð Aeóò¹ððòòòö Aeaeùöóòº (2007) (0)
- Audio and Speech Modeling, Coding and Transmission Speech/Music Classification Using Features From Spectral Peaks (2020) (0)
- O ct 2 01 7 MULTI-RESOLUTION FULLY CONVOLUTIONAL NEURAL NETWORKS FOR MONAURAL AUDIO SOURCE SEPARATION (0)
- Minimization of Information Loss through NeuralNetwork LearningM (1993) (0)
- Perception of phase changes in the context of musical audio source separation (2018) (0)
- Learning the Mapping Function from Voltage Amplitudes to Sensor Positions in 3D-EMA Using Deep Neural Networks (2017) (0)
- Magni cation in Neural Information Channel Maps (1997) (0)
- Chapter 1 Introduction to Sound Scene and Event Analysis (2019) (0)
- Audio Source Separation by Time-Frequency Masking using a Signal-Adaptive Local Cosine Transform (2019) (0)
- An Audio-Based Deep Learning Framework For BBC Television Programme Classification (2021) (0)
- Eye Tracking as Interface for the Design of Generative Visual Forms and Patterns (2012) (0)
- Oracle Analysis of Sparse Automatic Music Transcription (2012) (0)
- ADAPTIVE WHITENING PREPROCESSING APPLIED TO ONSET DETECTORS, MIREX 2007 (2007) (0)
- A SIGNAL-ADAPTIVE LOCAL COSINE TRANSFORM FOR SOURCE SEPARATION BY TIME-FREQUENCY MASKING (2006) (0)
- FDICA DUET ASB FDICA DUET ASB FDICA DUET ASB FDICA DUET ASB FDICA DUET ASB FDICA DUET (2006) (0)
- SparseRepresentationsinAudio and Music: From Coding to Source Separation The fidelity of music and other audio can usually be accurately and rapidly predicted from a relatively small sample of signal information. (2010) (0)
- Recovery of nested supports by greedy sparse representation algorithms over non-normalized dictionaries (2013) (0)
- Information Density and Cortical Magnification Factors (2000) (0)
- REMIXING AND UPMIXING USING SOURCE SEPARATION (2016) (0)
- Designing Neural Networks using a Genetic Rule-based System (1998) (0)
- Keynote addresses: Reverse engineering the neural mechanisms involved in robust speech processing (2015) (0)
- Efficient Similarity-based Passive Filter Pruning for Compressing CNNs (2022) (0)
- FM and frequency statistics of songbird sound recordings (2013) (0)
- Edinburgh Research Explorer An adaptive stereo basis method for convolutive blind audio source separation (2007) (0)
- Chapter 1 Sound Source Separation (2008) (0)
- Microsoft Word-PDFabstract.docx (2021) (0)
- A Hierarchical Latent Mixture Model for Polyphonic Music Analysis (2018) (0)
- Fish Feeding Intensity Assessment in Aquaculture: A New Audio Dataset AFFIA3K and a Deep Learning Algorithm (2022) (0)
- GEOMETRY AND MANIFOLDSFOR INDEPENDENTCOMPONENT ANALYSIS (2007) (0)
- WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research (2023) (0)
- Creating a new research community on detection and classification of acoustic scenes and events: Lessons from the first ten years of DCASE challenges and workshops (2023) (0)
- Learning Incoherent Subspaces: Classification via Incoherent Dictionary Learning (2014) (0)
- Automated Audio Captioning via Fusion of Low- and High- Dimensional Features (2022) (0)
- Leveraging Pre-trained AudioLDM for Text to Sound Generation: A Benchmark Study (2023) (0)
- Efficient CNNs via Passive Filter Pruning (2023) (0)
- Hierachical learning for DNN-based acoustic scene classification (2016) (0)
- Towards Optimal Learning from Very Small Data Sets (1994) (0)
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