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Rajib Sharma

dblp:187/4301 · DBLP profile ↗
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6ranked-venue papers
6as first author
2since 2021 · last 2021
0000-0002-5515-5128ORCID · verified

Domains — the database's venue-derived domains; a paper can count in several

Graphics, computer vision, multimedia, augmented reality and games · 5 · 5 first-author · 1 since 2021Artificial intelligence and machine learning · 1 · 1 first-author · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer graphics and multimedia
1 paper
Audio and music processing · 100%

Topics — the 2 heaviest of 2, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Audio and music processing
beamforming
0.512021
Controlling Elevation and Azimuth Beamwidths With Concentric Circular Microphone Arrays · IEEE ACM Trans. Audio Speech Lang. Process. 2021
Audio and music processing
microphone array processing
0.512021
Controlling Elevation and Azimuth Beamwidths With Concentric Circular Microphone Arrays · IEEE ACM Trans. Audio Speech Lang. Process. 2021

Methods — techniques the papers use, named apart from their topics

gradient descent · 0.5directivity factor maximization · 0.5
YearPublicationVenuePosition
2021 Window Beamformer for Sparse Concentric Circular Array
abstract
This work proposes a practical fixed beamformer for a sparse concentric circular array (CCA) of microphones. Firstly, a method is proposed which enables the reduction of the number of microphones in a CCA based on the optimal placement of the microphones to maximize the directivity-factor (DF). Thereafter, a beamformer is derived which strives to obtain a beamwidth that is not smaller than a desired target beamwidth (in both the elevation and azimuth) without neglecting the DF and white-noise-gain (WNG) across the speech spectrum. The proposed beamformer weights the microphones based on their corresponding ring number or radius, and further uses a Gaussian-window function to emphasize the microphones which are aligned with the direction-of-arrival of the signal. The results showcase the superiority of the proposed Gaussian-window (GW) beamformer over known solutions.
Rajib Sharma, Israel Cohen, Baruch Berdugo
ICASSP1
2021 Controlling Elevation and Azimuth Beamwidths With Concentric Circular Microphone Arrays
abstract
Solutions for frequency-invariant or constant-beamwidth beamforming with concentric circular arrays (CCAs) generally control only the azimuth-beampattern. This work introduces a beamforming methodology, which instead of designing a fixed beamwidth across the spectrum, maximizes the directivity-factor under the constraint that the beamwidth is greater than or equal to a pre-defined target-beamwidth, in both the elevation and the azimuth. The principal idea lies in dynamically weighting the microphones of the CCA based on two factors - (i) their corresponding ring number or radius, and (ii) their alignment with the signal-path. The parameters controlling the weights are determined using a modified gradient-descent algorithm. Experimental results show the flexibility and advantage of the proposed methodology over state-of-the-art methods.
Rajib Sharma, Israel Cohen, Baruch Berdugo
IEEE ACM Trans. Audio Speech Lang. Process.1
2020 Adaptive and hybrid Kronecker product beamforming for far-field speech signals
Rajib Sharma, Israel Cohen, Jacob Benesty
Speech Commun.1
2018 Analysis of the Hilbert Spectrum for Text-Dependent Speaker Verification
Rajib Sharma, Ramesh K. Bhukya, S. R. Mahadeva Prasanna
Speech Commun.1
2017 Analysis of the Intrinsic Mode Functions for Speaker Information
Rajib Sharma, S. R. Mahadeva Prasanna, Ramesh K. Bhukya, Rohan Kumar Das
Speech Commun.1
2017 Empirical Mode Decomposition for adaptive AM-FM analysis of Speech: A Review
Rajib Sharma, Leandro Daniel Vignolo, Gastón Schlotthauer, Marcelo Alejandro Colominas, Hugo Leonardo Rufiner, S. R. Mahadeva Prasanna
Speech Commun.1