Deliang L. Wang
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Computer Science
Deliang L. Wang's Degrees
- PhD Meteorology University of Maryland, College Park
- Masters Meteorology University of Maryland, College Park
- Bachelors Meteorology Nanjing University
Why Is Deliang L. Wang Influential?
(Suggest an Edit or Addition)Deliang L. Wang'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
- Supervised Speech Separation Based on Deep Learning: An Overview (2017) (957)
- On Training Targets for Supervised Speech Separation (2014) (871)
- On Ideal Binary Mask As the Computational Goal of Auditory Scene Analysis (2005) (607)
- Complex Ratio Masking for Monaural Speech Separation (2016) (541)
- Ideal ratio mask estimation using deep neural networks for robust speech recognition (2013) (474)
- Speech segregation based on sound localization (2001) (457)
- Monaural speech segregation based on pitch tracking and amplitude modulation (2002) (453)
- Towards Scaling Up Classification-Based Speech Separation (2013) (417)
- Global competition and local cooperation in a network of neural oscillators (1995) (397)
- Isolating the energetic component of speech-on-speech masking with ideal time-frequency segregation. (2006) (391)
- Image Segmentation Based on Oscillatory Correlation (1997) (363)
- The unimportance of phase in speech enhancement (1982) (351)
- Separation of speech from interfering sounds based on oscillatory correlation (1999) (331)
- A multipitch tracking algorithm for noisy speech (2003) (301)
- Locally excitatory globally inhibitory oscillator networks (1995) (279)
- A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement (2018) (266)
- Unsupervised Learning: Foundations of Neural Computation (2001) (252)
- A Tandem Algorithm for Pitch Estimation and Voiced Speech Segregation (2010) (240)
- A two-stage algorithm for one-microphone reverberant speech enhancement (2006) (222)
- Texture classification using spectral histograms (2003) (218)
- Binary and ratio time-frequency masks for robust speech recognition (2006) (215)
- An algorithm to improve speech recognition in noise for hearing-impaired listeners. (2013) (209)
- Pattern Segmentation in Associative Memory (1990) (208)
- Speech intelligibility in background noise with ideal binary time-frequency masking. (2009) (208)
- Emergent synchrony in locally coupled neural oscillators (1995) (205)
- Synchrony and Desynchrony in Integrate-and-Fire Oscillators (1998) (204)
- Separation of Singing Voice From Music Accompaniment for Monaural Recordings (2007) (203)
- Exploring Monaural Features for Classification-Based Speech Segregation (2013) (199)
- The role of priming in conjunctive visual search (2002) (196)
- A Deep Ensemble Learning Method for Monaural Speech Separation (2016) (188)
- Long short-term memory for speaker generalization in supervised speech separation. (2017) (188)
- TCNN: Temporal Convolutional Neural Network for Real-time Speech Enhancement in the Time Domain (2019) (182)
- Role of mask pattern in intelligibility of ideal binary-masked noisy speech. (2009) (181)
- Learning Spectral Mapping for Speech Dereverberation and Denoising (2015) (179)
- Time-Frequency Masking in the Complex Domain for Speech Dereverberation and Denoising (2017) (175)
- On the optimality of ideal binary time-frequency masks (2008) (171)
- Time-Frequency Masking for Speech Separation and Its Potential for Hearing Aid Design (2008) (168)
- CASA-Based Robust Speaker Identification (2012) (167)
- Analyzing noise robustness of MFCC and GFCC features in speaker identification (2013) (164)
- Learning Complex Spectral Mapping With Gated Convolutional Recurrent Networks for Monaural Speech Enhancement (2020) (159)
- Robust Speaker Identification in Noisy and Reverberant Conditions (2014) (154)
- A New Framework for CNN-Based Speech Enhancement in the Time Domain (2019) (149)
- Large-scale training to increase speech intelligibility for hearing-impaired listeners in novel noises. (2016) (149)
- Auditory Segmentation Based on Onset and Offset Analysis (2007) (137)
- A computational auditory scene analysis system for speech segregation and robust speech recognition (2010) (135)
- Robust speaker identification using auditory features and computational auditory scene analysis (2008) (133)
- Segmentation of medical images using LEGION (1999) (132)
- A Feature Study for Classification-Based Speech Separation at Low Signal-to-Noise Ratios (2014) (131)
- An auditory-based feature for robust speech recognition (2009) (131)
- A binaural processor for missing data speech recognition in the presence of noise and small-room reverberation (2004) (125)
- The time dimension for scene analysis (2005) (124)
- Efficient visual search without top-down or bottom-up guidance (2005) (124)
- Texture segmentation using Gaussian-Markov random fields and neural oscillator networks (2001) (122)
- Binaural Localization of Multiple Sources in Reverberant and Noisy Environments (2012) (122)
- Complex temporal sequence learning based on short-term memory (1990) (119)
- Boosting Contextual Information for Deep Neural Network Based Voice Activity Detection (2016) (116)
- Binaural Classification for Reverberant Speech Segregation Using Deep Neural Networks (2014) (115)
- Divide and Conquer: A Deep CASA Approach to Talker-Independent Monaural Speaker Separation (2019) (114)
- Deep Learning Based Binaural Speech Separation in Reverberant Environments (2017) (112)
- End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction (2018) (112)
- Synchronization and desynchronization in a network of locally coupled Wilson-Cowan oscillators (1996) (112)
- Investigation of Speech Separation as a Front-End for Noise Robust Speech Recognition (2014) (112)
- A Joint Training Framework for Robust Automatic Speech Recognition (2016) (111)
- Separation of Speech by Computational Auditory Scene Analysis (2005) (109)
- A Supervised Learning Approach to Monaural Segregation of Reverberant Speech (2007) (108)
- Remote Sensing Image Segmentation by Combining Spectral and Texture Features (2014) (107)
- An Unsupervised Approach to Cochannel Speech Separation (2013) (107)
- A dynamically coupled neural oscillator network for image segmentation (2002) (107)
- A classification based approach to speech segregation. (2012) (103)
- Joint noise adaptive training for robust automatic speech recognition (2014) (103)
- Gated Residual Networks With Dilated Convolutions for Monaural Speech Enhancement (2019) (102)
- Deep learning reinvents the hearing aid (2017) (99)
- Two-Microphone Separation of Speech Mixtures (2008) (97)
- Complex Spectral Mapping with a Convolutional Recurrent Network for Monaural Speech Enhancement (2019) (96)
- Complex Spectral Mapping for Single- and Multi-Channel Speech Enhancement and Robust ASR (2020) (95)
- Combining Spectral and Spatial Features for Deep Learning Based Blind Speaker Separation (2019) (95)
- Factorization-Based Texture Segmentation (2015) (89)
- A deep neural network for time-domain signal reconstruction (2015) (89)
- Weight adaptation and oscillatory correlation for image segmentation (2000) (89)
- Model-based sequential organization in cochannel speech (2006) (85)
- Primitive Auditory Segregation Based on Oscillatory Correlation (1996) (85)
- Incorporating Auditory Feature Uncertainties in Robust Speaker Identification (2007) (84)
- Object selection based on oscillatory correlation (1999) (83)
- Deep Learning Based Phase Reconstruction for Speaker Separation: A Trigonometric Perspective (2018) (81)
- Binaural Sound Localization (2006) (81)
- Transforming Binary Uncertainties for Robust Speech Recognition (2007) (80)
- A spectral histogram model for texton modeling and texture discrimination (2002) (80)
- Neural Network Based Pitch Tracking in Very Noisy Speech (2014) (79)
- Learning spectral mapping for speech dereverberation (2014) (78)
- Segregation of unvoiced speech from nonspeech interference. (2008) (77)
- An algorithm to increase speech intelligibility for hearing-impaired listeners in novel segments of the same noise type. (2015) (77)
- Speech segregation based on pitch tracking and amplitude modulation (2001) (74)
- Complex ratio masking for joint enhancement of magnitude and phase (2016) (74)
- Binaural Tracking of Multiple Moving Sources (2008) (73)
- HMM-Based Multipitch Tracking for Noisy and Reverberant Speech (2011) (72)
- Robust Speaker Localization Guided by Deep Learning-Based Time-Frequency Masking (2019) (71)
- Deep Learning for Acoustic Echo Cancellation in Noisy and Double-Talk Scenarios (2018) (71)
- Two-Stage Deep Learning for Noisy-Reverberant Speech Enhancement (2019) (71)
- Improving Robustness of Deep Neural Network Acoustic Models via Speech Separation and Joint Adaptive Training (2015) (71)
- A Tandem Algorithm for Singing Pitch Extraction and Voice Separation From Music Accompaniment (2012) (70)
- A comparison of auditory and blind separation techniques for speech segregation (2001) (69)
- Monaural Musical Sound Separation Based on Pitch and Common Amplitude Modulation (2009) (69)
- Incremental learning of complex temporal patterns (1996) (67)
- Speech perception of noise with binary gains. (2008) (65)
- DNN-based enhancement of noisy and reverberant speech (2016) (65)
- A speech enhancement algorithm by iterating single- and multi-microphone processing and its application to robust ASR (2017) (63)
- LEGION-Based Automatic Road Extraction From Satellite Imagery (2011) (62)
- Unvoiced Speech Segregation From Nonspeech Interference via CASA and Spectral Subtraction (2011) (62)
- Features for Masking-Based Monaural Speech Separation in Reverberant Conditions (2017) (61)
- Pattern recognition: neural networks in perspective (1993) (61)
- Boosted deep neural networks and multi-resolution cochleagram features for voice activity detection (2014) (61)
- On Adversarial Training and Loss Functions for Speech Enhancement (2018) (61)
- Deep neural network based spectral feature mapping for robust speech recognition (2015) (61)
- Dense CNN With Self-Attention for Time-Domain Speech Enhancement (2020) (59)
- Binaural segregation in multisource reverberant environments. (2006) (59)
- An Auditory Scene Analysis Approach to Monaural Speech Segregation (2006) (58)
- Temporal pattern processing (1998) (58)
- Relaxation oscillators with time delay coupling (1998) (55)
- A multi-pitch tracking algorithm for noisy speech (2002) (55)
- Anticipation-based temporal pattern generation (1995) (54)
- Densely Connected Neural Network with Dilated Convolutions for Real-Time Speech Enhancement in The Time Domain (2020) (54)
- Co-channel speaker identification using usable speech extraction based on multi-pitch tracking (2003) (53)
- Pitch-based monaural segregation of reverberant speech. (2006) (53)
- Timing and chunking in processing temporal order (1993) (52)
- Multitalker speech perception with ideal time-frequency segregation: effects of voice characteristics and number of talkers. (2009) (52)
- Range image segmentation using a relaxation oscillator network (1999) (51)
- Fundamentals of Computational Auditory Scene Analysis (2006) (50)
- Relaxation Oscillators and Networks (1999) (49)
- Deep Learning for Joint Acoustic Echo and Noise Cancellation with Nonlinear Distortions (2019) (49)
- A Computational Auditory Scene Analysis (2006) (48)
- A New Framework for Supervised Speech Enhancement in the Time Domain (2018) (47)
- Deep Learning Based Target Cancellation for Speech Dereverberation (2020) (46)
- Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation (2020) (46)
- A schema-based model for phonemic restoration (2005) (46)
- Gated Residual Networks with Dilated Convolutions for Supervised Speech Separation (2018) (45)
- A two-stage algorithm for noisy and reverberant speech enhancement (2017) (43)
- A multistage approach for blind separation of convolutive speech mixtures (2009) (43)
- Detecting pitch of singing voice in polyphonic audio (2005) (43)
- Motion segmentation based on motion/brightness integration and oscillatory correlation (2000) (43)
- An oscillatory correlation model of auditory streaming (2008) (42)
- A Direct Masking Approach to Robust ASR (2013) (42)
- Cocktail Party Processing via Structured Prediction (2012) (42)
- Binaural Detection, Localization, and Segregation in Reverberant Environments Based on Joint Pitch and Azimuth Cues (2013) (42)
- An SVM based classification approach to speech separation (2011) (42)
- Speech dereverberation and denoising using complex ratio masks (2017) (42)
- A CASA-Based System for Long-Term SNR Estimation (2012) (41)
- Monaural Speech Dereverberation Using Temporal Convolutional Networks With Self Attention (2020) (41)
- Modelling the perceptual segregation of double vowels with a network of neural oscillators (1997) (40)
- Estimation of the Ideal Binary Mask using Directional Systems (2008) (40)
- Scene analysis by integrating primitive segmentation and associative memory (2002) (39)
- Multiple F0 Estimation (2006) (39)
- Multi-Microphone Complex Spectral Mapping for Speech Dereverberation (2020) (39)
- Real-time Speech Enhancement Using an Efficient Convolutional Recurrent Network for Dual-microphone Mobile Phones in Close-talk Scenarios (2019) (39)
- Towards Generalizing Classification Based Speech Separation (2013) (38)
- Fast numerical integration of relaxation oscillator networks based on singular limit solutions (1998) (36)
- Singing Voice Separation from Monaural Recordings (2006) (36)
- Reconstruction techniques for improving the perceptual quality of binary masked speech. (2014) (36)
- Robust speaker recognition based on DNN/i-vectors and speech separation (2017) (35)
- All-Neural Multi-Channel Speech Enhancement (2018) (35)
- An algorithm to increase intelligibility for hearing-impaired listeners in the presence of a competing talker. (2017) (35)
- On Temporal Generalization of Simple Recurrent Networks (1996) (34)
- Recurrent deep stacking networks for supervised speech separation (2017) (34)
- A feature study for classification-based speech separation at very low signal-to-noise ratio (2014) (34)
- On Connectedness: A Solution Based on Oscillatory Correlation (2000) (34)
- On Spatial Features for Supervised Speech Separation and its Application to Beamforming and Robust ASR (2018) (33)
- SLONN: A Simulation Language for modeling of Neural Networks (1990) (33)
- Modeling Global Synchrony in the Visual Cortex by Locally Coupled Neural Oscillators (1994) (33)
- A one-microphone algorithm for reverberant speech enhancement (2003) (33)
- Synchronization in Relaxation Oscillator Networks with Conduction Delays (2001) (32)
- Robust TDOA Estimation Based on Time-Frequency Masking and Deep Neural Networks (2018) (32)
- Robust Speaker Recognition Using Binary Time-Frequency Masks (2006) (32)
- Robust speech recognition by integrating speech separation and hypothesis testing (2005) (32)
- Robust Speaker Recognition Based on Single-Channel and Multi-Channel Speech Enhancement (2020) (32)
- A Neural Model of Synaptic Plasticity Underlying Short-term and Long-term Habituation (1993) (31)
- Sequential Organization of Speech in Reverberant Environments by Integrating Monaural Grouping and Binaural Localization (2010) (31)
- On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement (2020) (31)
- A structure-preserving training target for supervised speech separation (2014) (31)
- Speech-cue transmission by an algorithm to increase consonant recognition in noise for hearing-impaired listeners. (2014) (30)
- A computational auditory scene analysis system for robust speech recognition (2006) (30)
- Robust speaker identification using a CASA front-end (2011) (30)
- Phoneme-specific speech separation (2016) (30)
- Binaural sound segregation for multisource reverberant environments (2004) (30)
- Late Reverberation Suppression Using Recurrent Neural Networks with Long Short-Term Memory (2018) (29)
- The role of binary mask patterns in automatic speech recognition in background noise. (2013) (29)
- Selecting salient objects in real scenes: An oscillatory correlation model (2011) (29)
- Noise perturbation for supervised speech separation (2016) (28)
- An iterative model-based approach to cochannel speech separation (2013) (28)
- Pitch Detection in Polyphonic Music using Instrument Tone Models (2007) (28)
- A deep learning algorithm to increase intelligibility for hearing-impaired listeners in the presence of a competing talker and reverberation. (2019) (28)
- Towards Model Compression for Deep Learning Based Speech Enhancement (2021) (28)
- Overcomplete Blind Source Separation by Combining ICA and Binary Time-Frequency Masking (2005) (28)
- A Classification-based Cocktail-party Processor (2003) (27)
- Integrating Spectral and Spatial Features for Multi-Channel Speaker Separation (2018) (26)
- Deep ANC: A deep learning approach to active noise control (2021) (25)
- A neural oscillator sound separator for missing data speech recognition (2001) (25)
- Impact of phase estimation on single-channel speech separation based on time-frequency masking. (2017) (25)
- RESOLVING OVERLAPPING HARMONICS FOR MONAURAL MUSICAL SOUND SEPARATION USING PITCH AND COMMON AMPLITUDE MODULATION (2008) (25)
- Extraction of hydrographic regions from remote sensing images using an oscillator network with weight adaptation (2001) (24)
- Monaural Speech Separation (2002) (24)
- Bridging the Gap Between Monaural Speech Enhancement and Recognition With Distortion-Independent Acoustic Modeling (2019) (24)
- Exploring Deep Complex Networks for Complex Spectrogram Enhancement (2019) (24)
- Time-Frequency Masking Based Online Speech Enhancement with Multi-Channel Data Using Convolutional Neural Networks (2018) (24)
- Mask Weighted Stft Ratios for Relative Transfer Function Estimation and ITS Application to Robust ASR (2018) (24)
- A Casa Approach to Deep Learning Based Speaker-Independent Co-Channel Speech Separation (2018) (24)
- VoiceFixer: Toward General Speech Restoration With Neural Vocoder (2021) (24)
- Boosting Classification Based Speech Separation Using Temporal Dynamics (2012) (23)
- Deep Learning Based Multi-Channel Speaker Recognition in Noisy and Reverberant Environments (2019) (23)
- A model for multitalker speech perception. (2008) (22)
- A pitch-based method for the estimation of short reverberation time (2006) (22)
- Reverberant Speech Segregation Based on Multipitch Tracking and Classification (2011) (21)
- Image segmentation using local spectral histograms (2001) (21)
- A trend estimation algorithm for singing pitch detection in musical recordings (2011) (21)
- Sequential organization of speech in computational auditory scene analysis (2009) (21)
- Estimating nonnegative matrix model activations with deep neural networks to increase perceptual speech quality. (2015) (21)
- A deep learning based segregation algorithm to increase speech intelligibility for hearing-impaired listeners in reverberant-noisy conditions. (2018) (21)
- Separation of stop consonants (2003) (21)
- Image segmentation using local spectral histograms and linear regression (2012) (20)
- Noisy-Reverberant Speech Enhancement Using DenseUNet with Time-Frequency Attention (2020) (20)
- Binaural tracking of multiple moving sources (2003) (20)
- Neural networks for supervised pitch tracking in noise (2014) (19)
- A two-stage approach for improving the perceptual quality of separated speech (2014) (19)
- Speaker-dependent multipitch tracking using deep neural networks (2017) (19)
- Neural Spectrospatial Filtering (2022) (18)
- Musical Sound Separation Using Pitch-Based Labeling and Binary Time-Frequency Masking (2008) (18)
- Modeling the dishabituation hierarchy: The role of the primordial hippocampus (1992) (18)
- A two-stage algorithm for enhancement of reverberant speech (2005) (18)
- Robust speech recognition from binary masks. (2010) (18)
- Synchronization rates in classes of relaxation oscillators (2004) (17)
- Joint training of speech separation, filterbank and acoustic model for robust automatic speech recognition (2015) (17)
- Unsupervised speaker adaptation of batch normalized acoustic models for robust ASR (2017) (17)
- Deep Neural Network Based Supervised Speech Segregation Generalizes to Novel Noises through Large-scale Training (2015) (17)
- Separation of fricatives and affricates (2005) (17)
- A multipitch tracking algorithm for noisy and reverberant speech (2010) (17)
- A Supervised Learning Approach to Uncertainty Decoding for Robust Speech Recognition (2006) (17)
- Self-Attending RNN for Speech Enhancement to Improve Cross-Corpus Generalization (2021) (16)
- DNN Based Mask Estimation for Supervised Speech Separation (2018) (16)
- Perceiving geometric patterns: from spirals to inside-outside relations (2001) (16)
- Unvoiced Speech Segregation (2006) (16)
- Sequential organization in computational auditory scene analysis (2007) (16)
- Automatic road extraction from satellite imagery using LEGION networks (2009) (16)
- Deep Casa for Talker-independent Monaural Speech Separation (2020) (16)
- Towards Robust Speech Super-Resolution (2021) (15)
- Noise Perturbation Improves Supervised Speech Separation (2015) (15)
- A comparison of CNN and LEGION networks (2004) (15)
- Time-Frequency Loss for CNN Based Speech Super-Resolution (2020) (14)
- Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction (2021) (14)
- Configurational pattern discrimination responsible for dishabituation in common toads Bufo bufo (L.): Behavioral tests of the predictions of a neural model (1992) (14)
- Appearance-based recognition using perceptual components (2001) (14)
- Deep Learning for Talker-Dependent Reverberant Speaker Separation: An Empirical Study (2019) (14)
- Deep neural networks for cochannel speaker identification (2015) (14)
- Dual-path Self-Attention RNN for Real-Time Speech Enhancement (2020) (13)
- Separating Underdetermined Convolutive Speech Mixtures (2006) (13)
- TPARN: Triple-Path Attentive Recurrent Network for Time-Domain Multichannel Speech Enhancement (2021) (13)
- Causal Deep CASA for Monaural Talker-Independent Speaker Separation (2020) (13)
- Auditory segmentation based on event detection (2004) (13)
- Multi-resolution stacking for speech separation based on boosted DNN (2015) (12)
- Neural Vocoder is All You Need for Speech Super-resolution (2022) (12)
- Perceptual organization based on temporal dynamics (1999) (12)
- Deep neural networks for estimating speech model activations (2015) (12)
- Range image segmentation using an oscillatory network (1997) (12)
- Binaural deep neural network classification for reverberant speech segregation (2014) (12)
- Learning Complex Spectral Mapping for Speech Enhancement with Improved Cross-Corpus Generalization (2020) (11)
- Cochannel Speaker Identification in Anechoic and Reverberant Conditions (2015) (11)
- Deep Learning Based Real-Time Speech Enhancement for Dual-Microphone Mobile Phones (2021) (11)
- Computational Scene Analysis (2007) (11)
- Auditory stream segregation based on oscillatory correlation (1994) (11)
- Feature denoising for speech separation in unknown noisy environments (2013) (11)
- Boundary detection by contextual non-linear smoothing (2000) (11)
- Intrinsic generalization analysis of low dimensional representations (2003) (11)
- A Deep Learning Approach to Active Noise Control (2020) (10)
- Speech intelligibility of ideal binary masked mixtures (2010) (10)
- Hierarchical dishabituation of visual discrimination in toads (1991) (10)
- Analysis of Musical Audio Signals (2006) (10)
- Compressing Deep Neural Networks for Efficient Speech Enhancement (2021) (10)
- Range Image Segmentation Using a LEGION Network (1996) (10)
- Combining monaural and binaural evidence for reverberant speech segregation (2010) (9)
- Utterance-Wise Recurrent Dropout and Iterative Speaker Adaptation for Robust Monaural Speech Recognition (2018) (9)
- Coupling binary masking and robust ASR (2013) (9)
- A sparse representation approach for perceptual quality improvement of separated speech (2013) (9)
- Count And Separate: Incorporating Speaker Counting For Continuous Speaker Separation (2021) (9)
- Neural Cascade Architecture With Triple-Domain Loss for Speech Enhancement (2022) (9)
- Recurrent Neural Networks for Cochannel Speech Separation in Reverberant Environments (2018) (9)
- Summary on the ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge (2022) (9)
- Integrating monaural and binaural analysis for localizing multiple reverberant sound sources (2010) (9)
- A talker-independent deep learning algorithm to increase intelligibility for hearing-impaired listeners in reverberant competing talker conditions. (2020) (9)
- Incorporating spectral subtraction and noise type for unvoiced speech segregation (2009) (9)
- Integrating monaural and binaural cues for sound localization and segregation in reverberant environments (2012) (9)
- An oscillatory correlation model of object-based attention (2009) (8)
- An Oscillatory Correlation Theory of Temporal Pattern Segmentation (1995) (8)
- The optimal threshold for removing noise from speech is similar across normal and impaired hearing-a time-frequency masking study. (2019) (8)
- Enhanced Spectral Features for Distortion-Independent Acoustic Modeling (2019) (8)
- Location-based sound segregation (2002) (8)
- An effectively causal deep learning algorithm to increase intelligibility in untrained noises for hearing-impaired listeners. (2021) (8)
- A Deep Learning Approach to Multi-Channel and Multi-Microphone Acoustic Echo Cancellation (2021) (8)
- Speaker Separation Using Speaker Inventories and Estimated Speech (2020) (8)
- Musical Sound Separation Based on Binary Time-Frequency Masking (2009) (8)
- Robust speech recognition using multiple prior models for speech reconstruction (2011) (8)
- Preliminary intelligibility tests of a monaural speech segregation system (2008) (7)
- Auditory-based algorithms for sound segregation in multisource and reverberant environments (2005) (7)
- OBJECT DETECTION FROM HS/MS AND MULTI-PLATFORM REMOTE- SENSING IMAGERY BY THE INTEGRATION OF BIOLOGICALLY AND GEOMETRICALLY INSPIRED APPROACHES (2009) (7)
- Guest Editorial Special Issue on Temporal Coding for Neural Information Processing (2004) (7)
- Modeling the perception of multitalker speech (2005) (7)
- Three neural models which process temporal information (1988) (7)
- Nothing Doing : Re-evaluating Missing Feature ASR (2011) (7)
- Integrating computational auditory scene analysis and automatic speech recognition (2006) (7)
- Filter-and-Convolve: A Cnn Based Multichannel Complex Concatenation Acoustic Model (2018) (7)
- Neural Cascade Architecture for Multi-Channel Acoustic Echo Suppression (2022) (7)
- Texture segmentation using Gaussian Markov random fields and LEGION (1997) (7)
- A Binaural Model for Missing Data Speech Recognition in Noisy and Reverberant Conditions (2001) (7)
- Exciting Time for Neural Networks (2015) (7)
- Robust speech recognition from ratio masks (2016) (7)
- A Feature Study for Masking-Based Reverberant Speech Separation (2016) (6)
- A Deep Learning Method to Multi-Channel Active Noise Control (2021) (6)
- Extracting hydrographic objects from satellite images using a two-layer neural network (1998) (6)
- Directionality-based speech enhancement for hearing aids (2011) (6)
- An oscillatory correlation framework for computational auditory scene analysis (1999) (6)
- Deep Ensemble Learning for Monaural Speech Separation (2015) (6)
- An oscillatory correlation model of visual motion analysis (2002) (6)
- Pitch tracking based on statistical anticipation (2001) (6)
- Stream segregation based on oscillatory correlation (1998) (6)
- SVM-based separation of unvoiced-voiced speech in cochannel conditions (2012) (6)
- Perceiving spirals and inside/outside relations by a neural oscillator network (1998) (6)
- The time dimension for neural computation (2002) (5)
- Permutation Invariant Training for Speaker-Independent Multi-Pitch Tracking (2018) (5)
- Improving Robustness of Deep Learning Based Monaural Speech Enhancement Against Processing Artifacts (2020) (5)
- VoiceFixer: A Unified Framework for High-Fidelity Speech Restoration (2022) (5)
- Long Short-Term Memory for Speaker Generalization in Supervised Speech Separation (2016) (5)
- Robust pitch tracking in noisy speech using speaker-dependent deep neural networks (2016) (5)
- A pitch-based model for separation of reverberant speech (2005) (5)
- Speech Recognition in Multisource Reverberant Environments with Binaural Inputs (2006) (5)
- A boundary-pair representation for perception modeling (1999) (5)
- An approach to sequential grouping in cochannel speech (2011) (5)
- Image segmentation based on a dynamically coupled neural oscillator network (1999) (5)
- A causal and talker-independent speaker separation/dereverberation deep learning algorithm: Cost associated with conversion to real-time capable operation. (2021) (5)
- Recurrent Neural Networks and Acoustic Features for Frame-Level Signal-to-Noise Ratio Estimation (2021) (5)
- Time and frequency domain long short-term memory for noise robust pitch tracking (2017) (5)
- A binary masking technique for isolating energetic masking in speech perception (2005) (5)
- Schema-based modeling of phonemic restoration (2003) (5)
- Deep learning based speaker separation and dereverberation can generalize across different languages to improve intelligibility. (2021) (5)
- Location-Based Training for Multi-Channel Talker-Independent Speaker Separation (2021) (4)
- Perceiving without Learning: From Spirals to Inside/Outside Relations (1998) (4)
- Neural and Perceptual Modeling (2006) (4)
- Time-Domain Loss Modulation Based on Overlap Ratio for Monaural Conversational Speaker Separation (2021) (4)
- Attention-Based Fusion for Bone-Conducted and Air-Conducted Speech Enhancement in the Complex Domain (2022) (4)
- Exploiting Uncertainties for Binaural Speech Recognition (2007) (4)
- Advances in Neural Network Research: IJCNN 2003 (2003) (4)
- Expedited review process (2012) (4)
- Anticipation Model for Sequential Learning of Complex Sequences (2001) (4)
- Frame-Level Signal-to-Noise Ratio Estimation Using Deep Learning (2020) (4)
- A Conformer Based Acoustic Model for Robust Automatic Speech Recognition (2022) (4)
- Computational Auditory Scene Analysis and Automatic Speech Recognition (2012) (4)
- On the Role of Binary Mask Pattern in Automatic Speech Recognition (2012) (4)
- Neural networks for temporal order learning and stimulus-specific habituation (1991) (4)
- Talker-Independent Speaker Separation in Reverberant Conditions (2020) (4)
- Location-based sound segregation (2002) (4)
- Acoustic Features for Classification Based Speech Separation (2012) (4)
- Unsupervised sequential organization for cochannel speech separation (2010) (4)
- On amplitude modulation for monaural speech segregation (2002) (4)
- On the role of localization cues in binaural segregation of reverberant speech (2009) (4)
- Multichannel Speech Enhancement Without Beamforming (2021) (4)
- Fostering deep learning and beyond (2018) (4)
- Toward intelligent sensors reliability for time delay based direction of arrival estimates (2003) (4)
- Binaural speech segregation based on pitch and azimuth tracking (2012) (4)
- Deep MCANC: A deep learning approach to multi-channel active noise control (2022) (3)
- On the use of ideal binary masks for improving phonetic classification (2011) (3)
- An algorithm to improve speech recognition in noise for hearing-impaired listeners: Consonant identification and articulatory feature transmission (2014) (3)
- Multi-Channel Talker-Independent Speaker Separation Through Location-Based Training (2022) (3)
- Resolving Overlapping Harmonics for Monaural Musical Sound Separation using Fundamental Frequency and Common Amplitude Modulation (2008) (3)
- Locally excitatory globally inhibitory oscillator networks: theory and application to pattern segmentation (1994) (3)
- A Two-Stage Approach to Noisy Cochannel Speech Separation with Gated Residual Networks (2018) (3)
- A biologically inspired neural oscillator network for geospatial analysis (2006) (3)
- An oscillatory correlation model of human motion perception (2000) (3)
- Binaural Reverberant Speech Separation Based on Deep Neural Networks (2017) (3)
- Locally excitatory globally inhibitory oscillator networks: theory and application to pattern segmentation (1994) (3)
- Image segmentation by neural oscillator networks (1996) (3)
- Oriented statistical nonlinear smoothing filter (1998) (3)
- Complex Ratio Masking For Singing Voice Separation (2020) (3)
- Visual Scene Segmentation (2003) (3)
- Cocktail Party Processing (2006) (3)
- A Binaural Auditory Model for Missing Data Recognition of Speech in Noise (2001) (3)
- Localization based Sequential Grouping for Continuous Speech Separation (2021) (3)
- Efficient End-to-End Speech Recognition Using Performers in Conformers (2020) (3)
- Synchrony and Desynchrony in Neural Oscillator Networks (1994) (3)
- The separation of speech from interfering sounds: an oscillatory correlation approach (1999) (3)
- Synchronization and desynchronization in locally coupled Wilson-Cowan oscillators (1994) (3)
- Modeling neural mechanisms of vertebrate habituation: Locus specificity and pattern discrimination (1994) (2)
- TADRN: Triple-Attentive Dual-Recurrent Network for Ad-hoc Array Multichannel Speech Enhancement (2021) (2)
- State of Neural Networks Is Strong (2016) (2)
- Learning invariant features for speech separation (2013) (2)
- An algorithm to increase speech intelligibility for hearing-impaired listeners in entirely novel noises (2016) (2)
- Neural Information Processing, 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part I (2006) (2)
- Cross-Domain Speech Enhancement with a Neural Cascade Architecture (2022) (2)
- Timing Is of the Essence: Neural Oscillator Models of Auditory Grouping in Speech (2012) (2)
- Segmentation of Medical Data Using Locally Excitatory Globally Inhibitory Oscillator Networks (1996) (2)
- LEGION: locally excitatory globally inhibitory oscillator networks (2006) (2)
- Multi-microphone residual echo estimation (2003) (2)
- Real-Time Speech Enhancement for Mobile Communication Based on Dual-Channel Complex Spectral Mapping (2021) (2)
- An excellent year and a transition (2011) (2)
- KalmanNet: A Learnable Kalman Filter for Acoustic Echo Cancellation (2023) (2)
- Multi-Channel and Multi-Microphone Acoustic Echo Cancellation Using A Deep Learning Based Approach (2021) (2)
- A two-stage deep learning algorithm for talker-independent speaker separation in reverberant conditions. (2020) (2)
- Neural Information Processing, 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part II (2006) (1)
- Recurrent Deep Stacking Networks for Speech Recognition (2016) (1)
- Robust Automatic Speech Recognition (2006) (1)
- Fusing Bone-Conduction and Air-Conduction Sensors for Complex-Domain Speech Enhancement (2022) (1)
- Modelling the perceptual separation of concurrent vowels with a network of neural oscillators (1997) (1)
- Image segmentation based on local spectral histograms and linear regression (2011) (1)
- The optimal noise-rejection threshold for normal and impaired hearing (2018) (1)
- Attentive Recurrent Network for Low-Latency Active Noise Control (2022) (1)
- Learning to maximize signal-to-noise ratio for reverberant speech segregation (2009) (1)
- A deep learning algorithm to increase intelligibility for hearing-impaired listeners in the presence of a competing talker and reverberation (2019) (1)
- Attentive Training: A New Training Framework for Talker-independent Speaker Extraction (2022) (1)
- Can a trained deep neural network be implemented into hearing technology (2017) (1)
- Promoting Further Developments of Neural Networks (2017) (1)
- Keynote addresses: From auditory masking to binary classification: Machine learning for speech separation (2013) (1)
- Special issue on advanced theory and methodology in intelligent computing: Selected papers from the Seventh International Conference on Intelligent Computing (ICIC 2011) (2013) (1)
- A neural model of sequential memory (1996) (1)
- On intrinsic generalization of low dimensional representations of images for recognition (2003) (1)
- Model-based sequential organization for cochannel speaker identification (2004) (1)
- A TWO-LAYER NEURAL NETWORK FOR ROBUST IMAGE SEGMENTATION AND ITS APPLICATION IN REVISING HYDROGRAPHIC FEATURES (1998) (1)
- Dishabituation hierarchies for visual pattern discrimination in toads: a dialog between modeling and experimentation (1991) (1)
- Speaker-dependent multipitch tracking using deep neural networks. (2015) (1)
- Robust Sparse Multichannel Active Noise Control (2019) (1)
- Speech intelligibility improvements in noise with ideal binary time-frequency masking (2008) (1)
- On generalization of classification based speech separation (2012) (1)
- Segregation of stop consonants from acoustic interference (2003) (1)
- Unvoiced speech segregation based on CASA and spectral subtraction (2010) (1)
- Temporal alignment, spatial spread and the linear independence criterion for blind separation of voices (1997) (1)
- Modeling Stimulus Specific Habituation: The Role of the Primordial Hippocampus (1993) (1)
- An oscillation model of auditory stream segregation (1994) (0)
- 1 Relaxation Oscillators with Time Delay Coupling (1996) (0)
- Supplementary Material for the Paper: Boosting Contextual Information for Deep Neural Network Based Voice Activity Detection (2015) (0)
- Temporal generalization capability of simple recurrent networks (1995) (0)
- Welcome to the special issue: the best of the best (2003) (0)
- Relaxation oscillator networks with time delays (1997) (0)
- Separation of Singing Voice from Music (2017) (0)
- Separating Speech from Speech Noise to Improve Intelligibility (2005) (0)
- Neural Information Processing, 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part III (2006) (0)
- Multi-resolution location-based training for multi-channel continuous speech separation (2023) (0)
- Continual growth and a transition (2022) (0)
- An oscillatory correlation framework for the separation of speech from interfering sounds (1999) (0)
- Neural Scene Segmentation by Oscillatory Correlation (2000) (0)
- Monaural speech segregation and oscillatory correlation (2003) (0)
- Speech Segregation based on Binary Classification (2016) (0)
- Pitch-Based Segregation of Reverberant Speech (2005) (0)
- Attentive Training: A New Training Framework for Speech Enhancement (2023) (0)
- Onset-based segregation of stop consonants (2003) (0)
- Scalable non-square blind source separation in the presence of noise (2003) (0)
- Image segmentation based on motion/luminance integration and oscillatory correlation (1999) (0)
- On the computational basis of synchronized codes (1997) (0)
- Incorporating Language Level Information into Acoustic Models (2016) (0)
- FeatureBased Speech Segregation (2006) (0)
- Another bumper year (2022) (0)
- Loose synchrony in relaxation oscillator networks with time delays (1996) (0)
- An algorithm that generalizes to novel noise segments to improve speech intelligibility for hearing-impaired listeners (2015) (0)
- Time-Domain Speech Enhancement for Robust Automatic Speech Recognition (2022) (0)
- On Computational Objectives of Auditory Scene Analysis (2003) (0)
- Unsupervised Learning: Foundations of Neural Computation A Review (2001) (0)
- Densely-connected Convolutional Recurrent Network for Fundamental Frequency Estimation in Noisy Speech (2022) (0)
- DATA2VEC-SG: Improving Self-Supervised Learning Representations for Speech Generation Tasks (2023) (0)
- Time-domain Ad-hoc Array Speech Enhancement Using a Triple-path Network (2021) (0)
- Age effects in the understanding of noisy speech denoised by estimated ideal binary masks. (2010) (0)
- Deep Neural Networks for Speech Separation With Application to Robust Speech Recognition (2018) (0)
- A deep learning based segregation algorithm to increase speech intelligibility for hearing-impaired listeners in reverberant-noisy conditions (2019) (0)
- Unifying Two Forms of Memory: A Neural Model (1994) (0)
- Announcement of the Neural Networks Best Paper Award (2017) (0)
- Loss of a Co-Editor-in-Chief and friend (2012) (0)
- Tracking Algorithm for Noisy Speech (2002) (0)
- An iterative model-based approach to cochannel speech separation (2013) (0)
- A neural architecture for complex temporal pattern generation (1993) (0)
- Monaural segregation of reverberant speech (2008) (0)
- Enhancing the Intelligibility of Speech in Speech Noise (2005) (0)
- A BIOLOGICALLY AND GEOMETRICALLY INSPIRED APPROACH TO TARGET EXTRACTION FROM MULTIPLE-SOURCE REMOTE-SENSING IMAGERY (2010) (0)
- Neural Cascade Architecture for Joint Acoustic Echo and Noise Suppression (2022) (0)
- Temporal pattern generation based on anticipation (1994) (0)
- Final AFOSR Project Performance Report (2012) (0)
- International neural network society announces 2006 award winners (2006) (0)
- Image segmentation by weight adaptation and oscillatory correlation (2001) (0)
- Computational Auditory Scene Analysis Based Perceptual and Neural Principles (2004) (0)
- Mechanisms of pattern discrimination in the toad's visual system (1990) (0)
- DEEP NEURAL NETWORKS FOR SPEECH SEPARATION WITH APPLICATION TO ROBUST SPEECH RECOGNITION THE OHIO STATE UNIVERSITY JUNE 2018 FINAL TECHNICAL REPORT APPROVED FOR PUBLIC RELEASE; DISTRIBUTION UNLIMITED (2018) (0)
- Progress made in the efficacy and viability of deep-learning-based noise reduction. (2023) (0)
- Sequential Organization and Room Reverberation for Speech Segregation (2012) (0)
- DEREVERBERATION AND DENOISING USING COMPLEX RATIO MASKS (2017) (0)
- NeuralKalman: A Learnable Kalman Filter for Acoustic Echo Cancellation (2023) (0)
- Monaural Speech Segregation by Integrating Primitive and Schema-Based Analysis (2008) (0)
- Cross-Domain Diffusion Based Speech Enhancement for Very Noisy Speech (2023) (0)
- Monaural speech segregation (2003) (0)
- Proceedings of the 13th international conference on Neural information processing - Volume Part III (2006) (0)
- Maintaining the Publication Infrastructure in a Worldwide Pandemic (2021) (0)
- A CASA-Based System for Long-Term (2012) (0)
- NSF Project IIS-0535168: Separating Speech from Speech Noise Annual Report 2007 (2008) (0)
- An Oscillatory Correlation Frame work for Computational Auditory Scene Analysis (1999) (0)
- ModelBased Scene Analysis (2006) (0)
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