NDLI: Joint pitch and DOA estimation using the ESPRIT method

Content Provider	ACM Digital Library
Author	Jensen, Jesper Rindom Liao, Guisheng Wu, Yuntao Amir, Leshem
Copyright Year	2015
Abstract	In this paper, the problem of joint multi-pitch and direction-of-arrival (DOA) estimation for multichannel harmonic sinusoidal signals is considered. A spatio-temporal matrix signal model for a uniform linear array is defined, and then the ESPRIT method based on subspace techniques that exploits the invariance property in the time domain is first used to estimate the multi pitch frequencies of multiple harmonic signals. Followed by the estimated pitch frequencies, the DOA estimations based on the ESPRIT method are also presented by using the shift invariance structure in the spatial domain. Compared to the existing state-of-the-art algorithms, the proposed method based on ESPRIT without 2-D searching is computationally more efficient but performs similarly. An asymptotic performance analysis of the DOA and pitch estimation of the proposed method are also presented. Finally, the effectiveness of the proposed method is illustrated on a synthetic signal as well as real-life recorded data.
Starting Page	32
Ending Page	45
Page Count	14
File Format	PDF
ISSN	23299290
e-ISSN	23299304
DOI	10.1109/TASLP.2014.2367817
Volume Number	23
Issue Number	1
Journal	IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2015-01-01
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	DOA estimation ESPRIT Performance analysis Pitch estimation
Content Type	Text
Resource Type	Article
Subject	Instrumentation Computational Mathematics Signal Processing Electrical and Electronic Engineering Acoustics and Ultrasonics Speech and Hearing Media Technology

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Joint Pitch and DOA Estimation Using the ESPRIT Method

Computationally efficient and noise robust DOA and pitch estimation

Unambiguous speech DOA estimation under spatial aliasing conditions

A pairwise algorithm using the deep stacking network for speech separation and pitch estimation

Localization and characterization of multiple harmonic sources

Joint spatio-temporal filtering methods for DOA and fundamental frequency estimation

Correction to "Low complexity formant estimation adaptive feedback cancellation for hearing aids using pitch based processing"

Joint Spatio-Temporal Filtering Methods for DOA and Fundamental Frequency Estimation

Unambiguous Speech DOA Estimation Under Spatial Aliasing Conditions

Joint pitch and DOA estimation using the ESPRIT method

Similar Documents

Joint Pitch and DOA Estimation Using the ESPRIT Method

Computationally efficient and noise robust DOA and pitch estimation

Unambiguous speech DOA estimation under spatial aliasing conditions

A pairwise algorithm using the deep stacking network for speech separation and pitch estimation

Localization and characterization of multiple harmonic sources

Joint spatio-temporal filtering methods for DOA and fundamental frequency estimation

Correction to "Low complexity formant estimation adaptive feedback cancellation for hearing aids using pitch based processing"

Joint Spatio-Temporal Filtering Methods for DOA and Fundamental Frequency Estimation

Unambiguous Speech DOA Estimation Under Spatial Aliasing Conditions

Joint pitch and DOA estimation using the ESPRIT method