Keywords:
- Ad-hoc microphone array
- Autoregressive modeling
- Compressive Acoustic Measurements
- Convolutive source separation
- Image Model
- Joint sparse recovery
- Microphone array calibration
- Model-Based Compressive Sensing
- Model-based sparse recovery
- Multi-party Speech Recognition
- Multi-speaker Localization
- Overlapping Speech
- Reverberation
- Room acoustic characterization
- Room acoustic estimation
- Room Geometry
- Room geometry estima- tion
- sparse coding
- Sparse Component Analysis
- Sparse Recovery
- Sparse Signal Recovery
- Speech dereverberation
- speech recognition
- Speech source localization
- speech sparsity
- Speech spectral structures
- Structured Sparse Coding
- Structured sparsity
- structured sparsity models
- un- derdetermined convolutive speech separation
Publications of Volkan Cevher
2019
| A Learning-Based Framework for Quantized Compressed Sensing, , and , in: A Learning-Based Framework for Quantized Compressed Sensing, 2019 |
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2018
| A Non-Euclidean Gradient Descent Framework for Non-Convex Matrix Factorization, , , , , and , in: IEEE Transactions on Signal Processing, 2018 |
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| Learning-Based Compressive MRI, , , , , , and , in: IEEE Transactions on Medical Imaging, 2018 |
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| Real-Time DCT Learning-based Reconstruction of Neural Signals, , and , in: EUSIPCO, 2018 |
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2016
| Binary Sparse Coding of Convolutive Mixtures for Sound Localization and Separation via Spatialization, , , , , and , in: IEEE Transactions on Signal Processing, 64(3):567-579, 2016 |
[DOI] |
| Computational Methods for Underdetermined Convolutive Speech Localization and Separation via Model-based Sparse Component Analysis, , , and , in: Speech Communication, 76:201-217, 2016 |
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2014
| Model-based Sparse Component Analysis for Reverberant Speech Localization, , , and , in: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing, pages 1439 - 1443, IEEE, 2014 |
[DOI] |
| Structured Sparsity Models for Reverberant Speech Separation, , , and , in: IEEE/ACM Transaction on Audio, Speech and Language Processing, 2014 |
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2013
| A Multipath Sparse Beamfroming Method, , , and , in: Signal Processing with Adaptive Sparse Structured Representations SPARS, 2013 |
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| Convexity in source separation: Models, geometry, and algorithms, , , , and , in: IEEE Signal Processing Magazine, Special Issue on Source Separation and Applications, 2013 |
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| Manifold Sparse Beamforming, , and , in: IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Saint Martin, France, pages 113-116, IEEE, 2013 |
[DOI] |
| Structured Sparse Acoustic Modeling for Speech Separation, , , and , in: Signal Processing with Adaptive Sparse Structured Representations SPARS, SPARS, 2013 |
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2012
| A Method, Apparatus and Computer Program for Determining the Location of a Plurality of Speech Source, , and , in: 2012US-13/654055, 2012 |
[URL] |
| Computational Methods For Structured Sparse Component Analysis of Convolutive Speech Mixtures, , , and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, 2012 |
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| Structured Sparse Coding for Microphone Array Location Calibration, , , and , in: SAPA-SCALE Conference, The 5th ISCA workshop on statistical and perceptual audition, 2012 |
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2011
| Model-Based Compressive Sensing for Multi-Party Distant Speech Recognition, , and , Idiap-RR-04-2011 |
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| Model-based Compressive Sensing for Multi-party Distant Speech Recognition, , and , in: 2011 IEEE International Conference on Acoustics, Speech and Signal Processing, 2011 |
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| Multi-party Speech Recovery Exploiting Structured Sparsity Models, , , and , Idiap-RR-22-2011 |
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| Multi-party Speech Recovery Exploiting Structured Sparsity Models, , , and , in: Proceedings of Interspeech, 2011 |
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