Tuomas O. Virtanen

Tuomas O. Virtanen's AcademicInfluence.com Rankings

Tuomas O. Virtanen

Engineering

#4448

World Rank

#5641

Historical Rank

Applied Physics

#1084

World Rank

#1112

Historical Rank

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Engineering

Tuomas O. Virtanen's Degrees

PhD Signal Processing Aalto University
Masters Acoustics and Audio Technology Aalto University
Bachelors Audio Technology Aalto University

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Tuomas O. Virtanen'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

Monaural Sound Source Separation by Nonnegative Matrix Factorization With Temporal Continuity and Sparseness Criteria (2007) (1070)
TUT database for acoustic scene classification and sound event detection (2016) (516)
Metrics for Polyphonic Sound Event Detection (2016) (444)
Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection (2015) (435)
DCASE2017 Challenge Setup: Tasks, Datasets and Baseline System (2017) (421)
Exemplar-Based Sparse Representations for Noise Robust Automatic Speech Recognition (2011) (380)
Deep Learning for Audio Signal Processing (2019) (331)
Recurrent neural networks for polyphonic sound event detection in real life recordings (2016) (294)
Acoustic event detection in real life recordings (2010) (288)
Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks (2018) (281)
A multi-device dataset for urban acoustic scene classification (2018) (275)
Polyphonic sound event detection using multi label deep neural networks (2015) (260)
Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge (2018) (249)
Voice Conversion Using Partial Least Squares Regression (2010) (223)
Context-dependent sound event detection (2013) (208)
Computational Analysis of Sound Scenes and Events (2017) (193)
Audio Source Separation and Speech Enhancement (2018) (190)
Direction of Arrival Estimation for Multiple Sound Sources Using Convolutional Recurrent Neural Network (2017) (176)
Separation of drums from polyphonic music using non-negative matrix factorization and support vector machine (2005) (173)
Exemplar-Based Sparse Representation With Residual Compensation for Voice Conversion (2014) (171)
Bayesian extensions to non-negative matrix factorisation for audio signal modelling (2008) (159)
Musical Instrument Recognition in Polyphonic Audio Using Source-Filter Model for Sound Separation (2009) (144)
Sound Source Separation Using Sparse Coding with Temporal Continuity Objective (2003) (142)
Voice Conversion Using Dynamic Kernel Partial Least Squares Regression (2012) (136)
Non-negative matrix factorization based compensation of music for automatic speech recognition (2010) (129)
Clotho: an Audio Captioning Dataset (2019) (124)
Sound event detection using spatial features and convolutional recurrent neural network (2017) (118)
Sound Event Detection in Multisource Environments Using Source Separation (2011) (115)
Sound Event Detection in Multichannel Audio Using Spatial and Harmonic Features (2017) (112)
Singer Identification in Polyphonic Music Using Vocal Separation and Pattern Recognition Methods (2007) (111)
Recognition of acoustic events using deep neural networks (2014) (105)
Speech recognition using factorial hidden Markov models for separation in the feature space (2006) (101)
Separation of sound sources by convolutive sparse coding (2004) (101)
Sound event detection in real life recordings using coupled matrix factorization of spectral representations and class activity annotations (2015) (101)
Separation of harmonic sound sources using sinusoidal modeling (2000) (100)
DCASE 2016 Acoustic Scene Classification Using Convolutional Neural Networks (2016) (99)
Automatic Recognition of Lyrics in Singing (2010) (97)
The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment (2013) (94)
Techniques for Noise Robustness in Automatic Speech Recognition (2012) (91)
Acoustic Scene Classification in DCASE 2020 Challenge: Generalization Across Devices and Low Complexity Solutions (2020) (90)
Direction of Arrival Based Spatial Covariance Model for Blind Sound Source Separation (2014) (87)
Audio context recognition using audio event histograms (2010) (86)
Drum transcription with non-negative spectrogram factorisation (2005) (86)
Combining pitch-based inference and non-negative spectrogram factorization in separating vocals from polyphonic music (2008) (85)
Sound Event Detection in the DCASE 2017 Challenge (2019) (85)
Sound Source Separation in Monaural Music Signals (2006) (84)
Convolutional recurrent neural networks for bird audio detection (2017) (84)
Environmental noise monitoring using source classification in sensors (2018) (82)
Automated audio captioning with recurrent neural networks (2017) (82)
Separation of harmonic sounds using linear models for the overtone series (2002) (78)
Active-Set Newton Algorithm for Overcomplete Non-Negative Representations of Audio (2013) (70)
A multi-room reverberant dataset for sound event localization and detection (2019) (70)
Compositional Models for Audio Processing: Uncovering the structure of sound mixtures (2015) (69)
A Dataset of Reverberant Spatial Sound Scenes with Moving Sources for Sound Event Localization and Detection (2020) (68)
Separation of harmonic sounds using multipitch analysis and iterative parameter estimation (2001) (68)
Noise robust exemplar-based connected digit recognition (2010) (67)
A report on sound event detection with different binaural features (2017) (66)
Taming the waves: sine as activation function in deep neural networks (2017) (66)
Supervised model training for overlapping sound events based on unsupervised source separation (2013) (62)
A convolutional neural network approach for acoustic scene classification (2017) (61)
Acoustic Scene Classification: An Overview of Dcase 2017 Challenge Entries (2018) (61)
Exemplar-based voice conversion using non-negative spectrogram deconvolution (2013) (60)
Analysis of polyphonic audio using source-filter model and non-negative matrix factorization (2006) (57)
Musical Instrument Sound Multi-Excitation Model for Non-Negative Spectrogram Factorization (2011) (57)
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019 (2020) (56)
Sound Event Detection: A tutorial (2021) (55)
Query by Example of Audio Signals using Euclidean Distance Between Gaussian Mixture Models (2007) (55)
Acoustic Scene Classification in DCASE 2019 Challenge: Closed and Open Set Classification and Data Mismatch Setups (2019) (53)
Stacked Convolutional and Recurrent Neural Networks for Music Emotion Recognition (2017) (52)
Accompaniment separation and karaoke application based on automatic melody transcription (2008) (49)
Stacked convolutional and recurrent neural networks for bird audio detection (2017) (49)
Sound event detection using weakly labeled dataset with stacked convolutional and recurrent neural network (2017) (48)
Convolutional Recurrent Neural Networks for Rare Sound Event Detection (2017) (47)
Audio Query by Example Using Similarity Measures between Probability Density Functions of Features (2010) (46)
Joint Measurement of Localization and Detection of Sound Events (2019) (46)
Non-negative matrix factorization for highly noise-robust ASR: To enhance or to recognize? (2012) (45)
Non-negative tensor factorisation of modulation spectrograms for monaural sound source separation (2013) (43)
Exemplar-based unit selection for voice conversion utilizing temporal information (2013) (41)
Phoneme-Dependent NMF for Speech Enhancement in Monaural Mixtures (2011) (39)
Unsupervised Learning Methods for Source Separation in Monaural Music Signals (2006) (39)
Mixtures of Gamma Priors for Non-negative Matrix Factorization Based Speech Separation (2009) (38)
AUTOMATIC ALIGNMENT OF MUSIC AUDIO AND LYRICS (2008) (38)
Probabilistic Model Based Similarity Measures for Audio Query-by-Example (2007) (38)
A Dataset of Dynamic Reverberant Sound Scenes with Directional Interferers for Sound Event Localization and Detection (2021) (37)
Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask (2017) (37)
Unsupervised adversarial domain adaptation for acoustic scene classification (2018) (37)
Multichannel Sound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel Features (2018) (36)
Non-negative matrix deconvolution in noise robust speech recognition (2011) (36)
End-to-End Polyphonic Sound Event Detection Using Convolutional Recurrent Neural Networks with Learned Time-Frequency Representation Input (2018) (34)
Detection of artifacts in monitored trends in intensive care (2000) (34)
Modelling non-stationary noise with spectral factorisation in automatic speech recognition (2013) (33)
Recognition of acoustic noise mixtures by combined bottom-up and top-down processing (2000) (32)
Separation of Moving Sound Sources Using Multichannel NMF and Acoustic Tracking (2017) (32)
A Curated Dataset of Urban Scenes for Audio-Visual Scene Analysis (2020) (31)
Active learning for sound event classification by clustering unlabeled data (2017) (30)
Filterbank learning for deep neural network based polyphonic sound event detection (2016) (30)
A recurrent encoder-decoder approach with skip-filtering connections for monaural singing voice separation (2017) (30)
Recognition of phonemes and words in singing (2010) (30)
Sound source separation in monaural music signals using excitation-filter model and em algorithm (2010) (29)
Coupled Dictionaries for Exemplar-Based Speech Enhancement and Automatic Speech Recognition (2015) (28)
Group Sparsity for Speaker Identity Discrimination in Factorisation-based Speech Recognition (2012) (28)
Multi-label vs. combined single-label sound event detection with deep neural networks (2015) (27)
Localization, Detection and Tracking of Multiple Moving Sound Sources with a Convolutional Recurrent Neural Network (2019) (27)
Unsupervised Adversarial Domain Adaptation Based on The Wasserstein Distance For Acoustic Scene Classification (2019) (26)
Bayesian inference in hierarchical non‐negative matrix factorisation models of musical sounds (2008) (26)
Low latency sound source separation using convolutional recurrent neural networks (2017) (26)
Exemplar-based speech enhancement for deep neural network based automatic speech recognition (2015) (25)
Fluctuations of Hi-Hat Timing and Dynamics in a Virtuoso Drum Track of a Popular Music Recording (2015) (25)
The Machine Learning Approach for Analysis of Sound Scenes and Events (2018) (25)
Monaural Sound Source Separation by Perceptually Weighted Non-Negative Matrix Factorization (2003) (25)
Low-Complexity Acoustic Scene Classification for Multi-Device Audio: Analysis of DCASE 2021 Challenge Systems (2021) (25)
Multichannel audio separation by direction of arrival based spatial covariance model and non-negative matrix factorization (2014) (24)
Toward a practical implementation of exemplar-based noise robust ASR (2011) (24)
Sound Event Detection with Depthwise Separable and Dilated Convolutions (2020) (23)
ALGORITHM FOR THE SEPARATION OF HARMONIC SOUNDS WITH TIME- FREQUENCY SMOOTHNESS CONSTRAINT (2003) (23)
Crowdsourcing a Dataset of Audio Captions (2019) (23)
Object-Based Audio Coding Using Non-Negative Matrix Factorization for the Spectrogram Representation (2010) (22)
Sound Event Detection Via Dilated Convolutional Recurrent Neural Networks (2019) (22)
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations (2020) (22)
Exemplar-based speech enhancement and its application to noise-robust automatic speech recognition (2011) (21)
Active-set newton algorithm for non-negative sparse coding of audio (2014) (21)
Exemplar-based Recognition of Speech in Highly Variable Noise (2011) (21)
Modified Group Delay Feature for Musical Instrument Recognition (2013) (20)
Exemplar-based sparse representation and sparse discrimination for noise robust speaker identification (2012) (20)
Blind Separation of Audio Mixtures Through Nonnegative Tensor Factorization of Modulation Spectrograms (2016) (19)
Deep Neural Networks for Dynamic Range Compression in Mastering Applications (2016) (19)
Zero-Shot Audio Classification Via Semantic Embeddings (2020) (19)
The TUM+TUT+KUL approach to the CHiME challenge 2013: Multi-stream ASR exploiting BLSTM networks and sparse NMF (2013) (19)
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation (2018) (19)
TUT Acoustic scenes 2016, Development dataset (2016) (19)
The TUM+TUT+KUL Approach to the 2nd CHiME Challenge: Multi-Stream ASR Exploiting BLSTM Networks and Sparse NMF (2013) (18)
Coupled dictionary training for exemplar-based speech enhancement (2014) (18)
Noise robust speaker recognition with convolutive sparse coding (2015) (18)
Automatic segmentation of infant cry signals using hidden Markov models (2018) (18)
Zero-Shot Audio Classification Based On Class Label Embeddings (2019) (18)
Proceedings of the Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016), Budapest, Hungary, 3 Sep 2016. (2016) (18)
Multichannel audio upmixing based on non-negative tensor factorization representation (2011) (18)
Adaptation of a speech recognizer for singing voice (2009) (17)
Transfer learning of weakly labelled audio (2017) (17)
Multichannel Blind Sound Source Separation Using Spatial Covariance Model With Level and Time Differences and Nonnegative Matrix Factorization (2018) (17)
Acoustic Scene Classification by Combining Autoencoder-based Dimensionality Reduction and Convolutional Neural Networks (2017) (17)
TAU Urban Acoustic Scenes 2020 Mobile, Development dataset (2020) (17)
A SIMILARITY MEASURE FOR AUDIO QUERY BY EXAMPLE BASED ON PERCEPTUAL CODING AND COMPRESSION (2007) (16)
Language Modelling for Sound Event Detection with Teacher Forcing and Scheduled Sampling (2019) (16)
ACOUSTIC SCENE CLASSIFICATION: A COMPETITION REVIEW (2018) (16)
Audio-Visual Scene Classification: Analysis of DCASE 2021 Challenge Submissions (2021) (15)
Deep Neural Network Based Speech Separation Optimizing an Objective Estimator of Intelligibility for Low Latency Applications (2018) (15)
Artificial and online acquired noise dictionaries for noise robust ASR (2010) (15)
STARSS22: A dataset of spatial recordings of real scenes with spatiotemporal annotations of sound events (2022) (15)
Improving competing voices segregation for hearing impaired listeners using a low-latency deep neural network algorithm. (2018) (15)
Introduction to sound scene and event analysis (2018) (15)
Multi-task Regularization Based on Infrequent Classes for Audio Captioning (2020) (13)
Active Learning for Sound Event Detection (2020) (13)
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags (2020) (13)
Automatic recognition of environmental sound events using all-pole group delay features (2015) (13)
Assessment of human and machine performance in acoustic scene classification: Dcase 2016 case study (2017) (13)
Low-latency sound source separation using deep neural networks (2016) (13)
Semi-supervised learning for musical instrument recognition (2013) (13)
Non-negative tensor factorization models for Bayesian audio processing (2015) (13)
Low-latency sound-source-separation using non-negative matrix factorisation with coupled analysis and synthesis dictionaries (2015) (12)
WaveTransformer: An Architecture for Audio Captioning Based on Learning Temporal and Time-Frequency Information (2020) (12)
Low-latency Deep Clustering for Speech Separation (2019) (12)
Noise-to-mask ratio minimization by weighted non-negative matrix factorization (2010) (12)
Temporal Sub-sampling of Audio Feature Sequences for Automated Audio Captioning (2020) (12)
PERCEPTUALLY MOTIVATED PARAMETRIC REPRESENTATION FOR HARMONIC SOUNDS FOR DATA COMPRESSION PURPOSES (2000) (12)
Compositional models for audio processing (2014) (12)
Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge (2022) (12)
8th ISCA Speech Synthesis Workshop (2013) (11)
Accurate Sinusoidal Model Analysis and Parameter Reduction by Fusion of Components (2001) (11)
Spectral covariance in prior distributions of non-negative matrix factorization based speech separation (2009) (11)
Consistent anisotropic wiener filtering for audio source separation (2017) (11)
ASR in Classroom Today: Automatic Visualization of Conceptual Network in Science Classrooms (2017) (10)
Automatic Music Transcription (2008) (10)
Similarity induced group sparsity for non-negative matrix factorisation (2015) (10)
Multiple Instrument Mixtures Source Separation Evaluation Using Instrument-Dependent NMF Models (2012) (10)
Phase spectrum prediction of audio signals (2012) (10)
Modelling spectro-temporal dynamics in factorisation-based noise-robust automatic speech recognition (2012) (10)
Online Spectrogram Inversion for Low-Latency Audio Source Separation (2019) (10)
Uncertainty Measures for Improving Exemplar-Based Source Separation (2011) (10)
Exemplar-based noise robust automatic speech recognition using modulation spectrogram features (2014) (9)
Method for creating location-specific audio textures (2014) (9)
Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation (2018) (9)
Unsupervised Audio-Caption Aligning Learns Correspondences Between Individual Sound Events and Textual Phrases (2021) (8)
Compact long context spectral factorisation models for noise robust recognition of medium vocabulary speech (2013) (8)
Sound Event Envelope Estimation in Polyphonic Mixtures (2019) (8)
Harmonic-Percussive Source Separation with Deep Neural Networks and Phase Recovery (2018) (8)
Detection, separation and recognition of speech from continuous signals using spectral factorisation (2012) (8)
An Active Learning Method Using Clustering and Committee-Based Sample Selection for Sound Event Classification (2018) (8)
Introduction to the Special Section on Sound Scene and Event Analysis (2017) (8)
Archetypal analysis for audio dictionary learning (2015) (7)
Complex ISNMF: A Phase-Aware Model for Monaural Audio Source Separation (2018) (7)
Mapping Sparse Representation to State Likelihoods in Noise-Robust Automatic Speech Recognition (2011) (7)
State-based labelling for a sparse representation of speech and its application to robust speech recognition (2010) (7)
Representing Musical Sounds With an Interpolating State Model (2010) (7)
Voice activity detection in the presence of breathing noise using neural network and hidden Markov model (2008) (7)
Acoustic Vehicle Speed Estimation From Single Sensor Measurements (2021) (7)
Zero-Shot Audio Classification with Factored Linear and Nonlinear Acoustic-Semantic Projections (2020) (7)
ACOUSTIC SCENE CLASSIFICATION USING CONVOLUTIONAL RECURRENT NEURAL NETWORKS (2017) (7)
Towards Complex Nonnegative Matrix Factorization with the Beta-Divergence (2018) (7)
Using Sequential Information in Polyphonic Sound Event Detection (2018) (6)
Robust Audio-Based Vehicle Counting in Low-to-Moderate Traffic Flow (2020) (6)
Semi-supervised non-negative tensor factorisation of modulation spectrograms for monaural speech separation (2014) (6)
Group Delay Function from All-Pole Models for Musical Instrument Recognition (2013) (6)
Binaural rendering of microphone array captures based on source separation (2016) (6)
Learning state labels for sparse classification of speech with matrix deconvolution (2013) (6)
Modeling musical sounds with an interpolating state model (2005) (6)
HMM-regularization for NMF-based noise robust ASR (2013) (6)
Ultrasound-coupled semi-supervised nonnegative matrix factorisation for speech enhancement (2014) (6)
Time-Frequency Processing: Spectral Properties (2018) (6)
Bayesian Anisotropic Gaussian Model for Audio Source Separation (2018) (6)
DCASE 2022 CHALLENGE TASK 6B: LANGUAGE-BASED AUDIO RETRIEVAL Technical (2022) (6)
Towards Sonification in Multimodal and User-friendlyExplainable Artificial Intelligence (2021) (6)
Exemplar-based joint channel and noise compensation (2013) (6)
Multichannel Audio Upmixing by Time-Frequency Filtering Using Non-Negative Tensor Factorization (2012) (5)
The Basics of Automatic Speech Recognition (2012) (5)
TUT Sound events 2016, Development dataset (2016) (5)
Music self-similarity modeling using augmented nonnegative matrix factorization of block and stripe patterns (2013) (5)
Interpolating hidden Markov model and its application to automatic instrument recognition (2009) (5)
TAU Urban Acoustic Scenes 2020 3Class, Development dataset (2020) (5)
Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers (2021) (5)
Speaker Verification Using Adaptive Dictionaries in Non-negative Spectrogram Deconvolution (2015) (5)
Analysis of an efficient parallel implementation of active-set Newton algorithm (2019) (4)
Neural network-based acoustic vehicle counting (2020) (4)
Detection of Typical Pronunciation Errors in Non-native English Speech Using Convolutional Recurrent Neural Networks (2019) (4)
Time-Frequency Masking Strategies for Single-Channel Low-Latency Speech Enhancement Using Neural Networks (2018) (4)
Time-difference of arrival model for spherical microphone arrays and application to direction of arrival estimation (2017) (4)
The 12th Annual Conference of the International Speech Communication Association, INTERSPEECH 2011 (2011) (3)
Mobile Microphone Array Speech Detection and Localization in Diverse Everyday Environments (2021) (3)
The Problem of Robustness in Automatic Speech Recognition (2012) (3)
City Classification from Multiple Real-World Sound Scenes (2019) (3)
Permutation alignment of frequency-domain ICA by the maximization of intra-source envelope correlations (2012) (3)
Comparison of noise robust methods in large vocabulary speech recognition (2010) (3)
On the human ability to discriminate audio ambiances from similar locations of an urban environment (2013) (3)
Coupled dictionary-based speech enhancement for CHiME-3 challenge (2015) (3)
Acquiring variable length speech bases for factorisation-based noise robust speech recognition (2013) (3)
Musical Instrument Synthesis and Morphing in Multidimensional Latent Space Using Variational, Convolutional Recurrent Autoencoders (2018) (3)
Binary Non-Negative Matrix Deconvolution for Audio Dictionary Learning (2017) (3)
Memory Requirement Reduction of Deep Neural Networks for Field Programmable Gate Arrays Using Low-Bit Quantization of Parameters (2021) (3)
Acoustic Scene Classification Using Higher-Order Ambisonic Features (2019) (3)
Language-Based Audio Retrieval Task in DCASE 2022 Challenge (2022) (3)
Lifelog Scene Change Detection Using Cascades of Audio and Video Detectors (2014) (3)
Deep Neural Network Based Low-Latency Speech Separation with Asymmetric Analysis-Synthesis Window Pair (2021) (3)
Two-channel Separation of Speech Using Direction-of-arrival Estimation And Sinusoids Plus Transients Modeling (2003) (3)
Clotho-AQA: A Crowdsourced Dataset for Audio Question Answering (2022) (2)
VOICe: A Sound Event Detection Dataset For Generalizable Domain Adaptation (2019) (2)
Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation (2020) (2)
Computational analysis of acoustic events in everyday environments. (2017) (2)
DEREVERBERATION BY SPECTRAL LINEAR PREDICTION IN LIVE RECORDINGS (2013) (2)
AUTOMATIC UNDERSTANDING OF LYRICS FROM SINGING (2011) (2)
The automatic analysis of classroom talk (2017) (2)
Expectation-Maximization Algorithms for Itakura-Saito Nonnegative Matrix Factorization (2018) (2)
Source Separation and Reconstruction of Spatial Audio Using Spectrogram Factorization (2017) (2)
TUT Sound events 2017, Development dataset (2017) (2)
Context-dependent sound event detection (2013) (1)
Cascade processing for speeding up sliding window sparse classification (2016) (1)
TAU-NIGENS Spatial Sound Events 2021 (2021) (1)
On Modeling the STFT Phase of Audio Signals with the Von Mises Distribution (2018) (1)
Noise-robust detection of whispering in telephone calls using deep neural networks (2016) (1)
SOUND EVENT DETECTION AND CONTEXT RECOGNITION (2011) (1)
Separation of Known Sources Using Non-negative Spectrogram Factorisation (2018) (1)
Cascade of Boolean detector combinations (2018) (1)
TAU-NIGENS Spatial Sound Events 2020 (2020) (1)
Audio-Based Epileptic Seizure Detection (2019) (1)
TAU Urban Acoustic Scenes 2020 3Class, Evaluation dataset (2020) (1)
Learning vocal mode classifiers from heterogeneous data sources (2017) (1)
Close Miking Empirical Practice Verification: A Source Separation Approach (2017) (1)
Non-stationary noise model compensation in voice activity detection (2009) (1)
TUT Urban Acoustic Scenes 2018, Leaderboard dataset (2018) (1)
Associations Between Neonatal Cry Acoustics and Visual Attention During the First Year (2019) (1)
Separation of harmonic sounds using multipitch analysis and linear models for the overtone series (2002) (1)
Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment (2022) (1)
Domestic Activity Clustering from Audio via Depthwise Separable Convolutional Autoencoder Network (2022) (1)
Cascade of Boolean detector combinations (2018) (0)
Introduction (2018) (0)
Memory Requirement Reduction of Deep Neural Networks Using Low-bit Quantization of Parameters (2019) (0)
On Negative Sampling for Contrastive Audio-Text Retrieval (2022) (0)
Modelling primitive streaming of simple tone sequences through factorisation of modulation pattern tensors (2014) (0)
Pre-trained weights for the baseline DNN system of DCASE 2021 automated audio captioning task (2021) (0)
Gaurav Naithani Acoustic Analysis of Infant Cry Signals (2015) (0)
DRUM TRANSCRIPTION WITH NON − NEGATIVE SPECTROGRAM FACTORISATION ( ThuAmPO 2 ) (2005) (0)
CONVOLUTIVE SPARSE CODING OF AUDIO SPECTROGRAMS Tuomas Virtanen (2005) (0)
TAU Urban Audio-Visual Scenes 2021, Development dataset (2021) (0)
Editorial: Intelligent Signal Analysis for Contagious Virus Diseases (2022) (0)
Application of Source Separation to Robust Speech Analysis and Recognition (2018) (0)
CO-AUTHORSHIP AND COMMUNITY STRUCTURE IN THE DAFX CONFERENCE PROCEEDINGS: 1998–2016 (2017) (0)
DETECTION USING SPATIAL FEATURES AND CONVOLUTIONAL RECURRENT NEURAL NETWORK (2016) (0)
Automatic segmentation of infant cry signals using hidden Markov models (2018) (0)
Evaluation of the benefit of neural network based speech separation algorithms with hearing impaired listeners (2017) (0)
Generalization of the K-SVD algorithm for minimization of β-divergence (2019) (0)
Separating known competing voices for people with hearing loss (2015) (0)
Automatic Scoring of Guitar Chords (2012) (0)
Nonnegative Matrix Factorization (2018) (0)
On the human ability to discriminate audio ambiances from similar locations of an urban environment (2012) (0)
Compositional models for signal processing - Perspectives from audio processing (2014) (0)
SHRIRAM NANDAKUMAR RECURRENT NEURAL NETWORKS FORMULTI-MICROPHONE SPEECH SEPARATION (2017) (0)
Spectrogram Inversion for Audio Source Separation via Consistency, Mixing, and Magnitude Constraints (2023) (0)
Hearing that includes a lydkildeadskillelsesenhed with low latency (2015) (0)
Training Audio Annotation Multilabel encoding Feature extraction DNN training Input Target output Testing (2015) (0)
Pre-trained weights for the baseline DNN system of DCASE 2020 automated audio captioning task (2020) (0)
Zero-Shot Audio Classification using Image Embeddings (2022) (0)
On the Impact of The Semantic Content of Sound Events in Emotion Elicitation (2016) (0)
Estimation of Time-Varying Room Impulse Responses of Multiple Sound Sources from Observed Mixture and Isolated Source Signals (2018) (0)
Analysis of an efficient parallel implementation of active-set Newton algorithm (2018) (0)
Audio captioning DCASE 2020 evaluation (testing) split (2020) (0)
Method for creating location-specific audio textures (2014) (0)
MICHELE VALENTI CONVOLUTIONAL NEURAL NETWORKS FOR ACOUSTIC SCENE CLASSIFICATION (2016) (0)
Adversarial Representation Learning for Robust Privacy Preservation in Audio (2023) (0)
Process for the treatment of melody (2007) (0)
Noise, Device and Room Robustness Methods for Pronunciation Error Detection (2022) (0)
Performance of buyout-backed initial public offerings:Evidence from the United States (2014) (0)
TAU Urban Audio-Visual Scenes 2021, Evaluation dataset (2021) (0)
Position tracking of a varying number of sound sources with sliding permutation invariant training (2022) (0)
AUTOREGRESSIVE MODEL BASED ON A DEEP CONVOLUTIONAL NEURAL NETWORK FOR AUDIO GENERATION (2017) (0)
Tampere University of Technology Sound event detection using spatial features and convolutional recurrent neural network (2017) (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)
Acoustics: Spatial Properties (2018) (0)
Audio and Speech Modeling, Coding and Transmission Speech/Music Classification Using Features From Spectral Peaks (2020) (0)
Algorithm for separating vocals from polyphonic music (2007) (0)
Coupled dictionary-based speech enhancement with adaptively learned atoms for the CHiME-3 challenge (2016) (0)
Joint speaker separation and recognition using non-negative matrix deconvolution with adaptive dictionary (2021) (0)
Human sound perception - what can we learn from it when developing audio analysis algorithms? (2012) (0)
Chapter 1 Introduction to Sound Scene and Event Analysis (2019) (0)
Method for creating location-specific audio (2014) (0)
Conditioned Time-Dilated Convolutions for Sound Event Detection (2020) (0)
Prior structures for non‐negative matrix factorization based audio source separation. (2008) (0)
Multi-Channel Masking with Learnable Filterbank for Sound Source Separation (2023) (0)
Consistent Anisotropic Wiener Filtering for Audio Source (0)
T AMING THE WAVES : SINE AS ACTIVATION FUNCTION IN DEEP NEURAL NETWORKS (2017) (0)
Subjective Evaluation of Deep Neural Network Based Speech Enhancement Systems in Real-World Conditions (2022) (0)
Kalle Palomaki Title : Uncertainty measures for improving exemplarbased source separation Year : 2011 Version : Final (2016) (0)

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What Schools Are Affiliated With Tuomas O. Virtanen?

Tuomas O. Virtanen is affiliated with the following schools:

Tampere University