FR. C. RODRIGUES INSTITUTE OF TECHNOLOGY

Dr. Milind Shah

Professor-EXTC, Dean (Academics)

Highest Qualification PhD

Date of Joining 1998-09-14

Total Experience 35 years

Area of Specialization Signal processing, communication engineering

Email milind.shah@fcrit.ac.in

Research (62)

Survey of Electromyogram based Emotions Recognition

S. A. Mithbavkar and M. S. Shah, " Survey of Electromyogram based emotions recognition," in Proc. 3rd edition of International Conference on Science Technology Engineering & Mathematics for Sustainable Development (ICSTEMSD-2025), February, 2025, Atharva CoE, Mumbai. Paper published in ISTE Journal.

Selection of muscle, acquisition unit and dataset for electromyogram based emotions recognition

S. A. Mithbavkar and M. S. Shah, " Selection of muscle, acquisition unit and dataset for electromyogram based emotions recognition," in Proc. 3rd edition of International Conference on Science Technology Engineering & Mathematics for Sustainable Development (ICSTEMSD-2025) held on 21st February, 2025, Atharva CoE, Mumbai (ISBN: 978-93-341-5647-8).

Survey of Electromyogram based emotions recognition

S. A. Mithbavkar and M. S. Shah, " Survey of Electromyogram based emotions recognition," 3rd edition of International Conference on Science Technology Engineering & Mathematics for Sustainable Development (ICSTEMSD-2025) held on 21st February, 2025, Atharva CoE, Mumbai (Published in ISTE Journal Vol. 48, Special Issue No. 1, pp. 10-15).

Analysis of Acoustic Correlates of Marathi Prosodic Features for Human-Machine Interaction

T. K. Harhare and M. Shah, " Analysis of Acoustic Correlates of Marathi Prosodic Features for Human-Machine Interaction," presented in 8th International Conference on Engineering & Emerging Technologies (ICEET 2022), October 27-28, 2022, (Kuala Lumpur, Malaysia).

The Comparison of the Dry Electrodes to wet Ag/AgCI electrode for Decoding Imagined Speech from the EEG

U. Mhapankar and M. Shah, "The Comparison of the Dry Electrodes to wet Ag/AgCI electrode for Decoding Imagined Speech from the EEG," 2022 International Conference for Advancement in Technology (ICONAT), 2022, pp. 1-6, doi: 10.1109/ICONAT53423.2022.9726038.

An Acoustic and Statistic Study of Emotions Expressed in Marathi Speech

T. K. Harhare and M. Shah, "An Acoustic and Statistic Study of Emotions Expressed in Marathi Speech," 2022 International Conference for Advancement in Technology (ICONAT), 2022, pp. 1-6, doi: 10.1109/ICONAT53423.2022.9725936.

Analysis of EMG Based Emotion Recognition for Multiple People and Emotions

S. A. Mithbavkar and M. S. Shah, "Analysis of EMG Based Emotion Recognition for Multiple People and Emotions," 2021 IEEE 3rd Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS), May 2021, pp. 1-4, doi: 10.1109/ECBIOS51820.2021.9510858.

An Acoustic and Statistic Study of Emotions Expressed in Marathi Speech

T. K. Harhare and M. S. Shah, “An Acoustic and Statistic Study of Emotions Expressed in Marathi Speech” accepted in 2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), (IEEE Conference Record: 52200), 07-08 October 2021.

Analysis of prosodic features for Marathi language emotions for story telling applications

T. K. Harhare and M. S. Shah, “Analysis of prosodic features for Marathi language emotions for story telling applications” in Proc. 2nd International Conference on Indigenous Languages: Towards Sustainable Multilingualism (ICOIL-2), organized by the Department of Humanities and Social Sciences, IIT Madras, 13-14 February 2020.

Investigating single channel source separation using non-negative matrix factorization and its variants for overlapping speech signal

N. C. Nag and M. S. Shah “Investigating single channel source separation using non-negative matrix factorization and its variants for overlapping speech signal” in Proc. IEEE Technically Co-Sponsored 3rd Biennial International Conference on Nascent Technologies in Engineering (ICNTE-2019), organized by FCRIT, Navi Mumbai, during January 04-05, 2019. (This paper is available on IEEE Explorer. INSPEC Accession Number: 19245604. DOI: 10.1109/ICNTE44896.2019.8946013)

Evaluation of stochastic gradient descent and relevance vector classifier for improvement in spoken language understanding in terms of performance and data sparsity

S. Jagdale and M. S. Shah “Evaluation of stochastic gradient descent and relevance vector classifier for improvement in spoken language understanding in terms of performance and data sparsity” in Proc. IEEE Technically Co-Sponsored 3rd Biennial International Conference on Nascent Technologies in Engineering (ICNTE-2019), organized by FCRIT, Navi Mumbai, during January 04-05, 2019. (This paper is available on IEEE Explorer. INSPEC Accession Number: 19245640. DOI: 10.1109/ICNTE44896.2019.8946073)

Study of acoustic correlates between prosodic features and emotions in Marathi language

T. K. Harhare and M. S. Shah, “Study of acoustic correlates between prosodic features and emotions in Marathi language” in Proc. IEEE Technically Co-Sponsored 3rd Biennial International Conference on Nascent Technologies in Engineering (ICNTE-2019), organized by FCRIT, Navi Mumbai, during January 04-05, 2019. (This paper is available on IEEE Explorer. INSPEC Accession Number: 19245577. DOI: 10.1109/ICNTE44896.2019.8946095).

Formulation of hot face refractory of an entrained flow gasifier

Invited for the following poster presentation: M. S. Shah, “Formulation of hot face refractory of an entrained flow gasifier,” in 14th FICCI HIGHER EDUCATION SUMMIT 2018 on ‘Universities of the Future’ (Organized by FICCI with support by the Ministry of Human Resource & Development and the Ministry of Commerce and Industry, GoI. Venue: Vigyan Bhavan, New Delhi), October 30-November 1, 2018.

Formulation of hot face refractory of an entrained flow gasifier

M. S. Shah, “Formulation of hot face refractory of an entrained flow gasifier,” in India-UK Industry-Academia Symposium on ‘Working in Systems not Silos: Driving Growth & Innovation through Industry-Academia Partnership’ (Organized by DST-CPR-PU, RAE-UK, CIPAM, DIPP, Min. of Commerce & Industry, GoI, Newton-Bhabha Fund, British High Commission. Venue: Panjab University, Chandigarh), April 16-17, 2018 (poster presentation).

Understanding Basis Functions for Vowels based on Non-negative Matrix Factorization

N. Nag and M. S. Shah, “Understanding Basis Functions for Vowels based on Non-negative Matrix Factorization,” in Proc. ICNTE 2017 International Conference on Nascent Technologies in Engineering (Venue: Fr CRIT, Navi Mumbai, India), January 27-28, 2017, p. 45. Above paper is available on IEEE Xplore: DOI: 10.1109/ICNTE.2017.7947946, Electronic ISBN: 978-1-5090-2794-1.

Laboratory Experiments for Understanding Effects of RF Impairments on Received Signal in Satellite Link

K. Patel and M. S. Shah, “Laboratory Experiments for Understanding Effects of RF Impairments on Received Signal in Satellite Link,” in Proc. ICNTE 2017 International Conference on Nascent Technologies in Engineering (Venue: Fr CRIT, Navi Mumbai, India), January 27-28, 2017, p. 54. Above paper is available on IEEE Xplore: DOI: 10.1109/ICNTE.2017.7947956, Electronic ISBN: 978-1-5090-2794-1.

Estimation of Vocal Tract Shape of Vowels for Children

Veena S, N. S. Wankhede and M. S. Shah,” Estimation of Vocal Tract Shape of Vowels for Children,” in Proc. 2016 International Conference on Communication Systems and Networks (ComNet) | 21-23 July 2016 | Trivandrum, pp. 28-33.

Comparison of Vocal Tract Shape Estimation Techniques Based on Formant frequencies Autocorrelation Covariance and Lattice

A. S. Patil and M. S. Shah, “Comparison of Vocal Tract Shape Estimation Techniques Based on Formant frequencies Autocorrelation Covariance and Lattice,” in Proc. ICNTE 2015 International Conference on Nascent Technologies in Engineering (Venue: Fr CRIT, Navi Mumbai, India), January 09-10, 2015, available on IEEE Xplore, Print ISBN: 978-1-4799-7261-6, pp. 1-6.

Investigation on Optimum Parameters for LPC Based Vocal Tract Shape Estimation

N. S. Wankhede and M. S. Shah, “Investigation on Optimum Parameters for LPC Based Vocal Tract Shape Estimation,” in Proc. IEEE 2013 International Conference on Emerging Trends in Communication, Control, Signal Processing and Computing Applications (C2SPCA) (IEEE Catalog Number CFP13SPF-ART ISBN Number 978-1-4799-1085-4)(Venue: The Oxford College of Engineering, Bangalore, India), October 10-11, 2013.

Pitch Estimation

S. S. Hande and M. S. Shah, “Pitch Estimation,” in Proc. International Conference on Computational and Networking Technologies (ICCNT) (ISBN No.: 978-93-83060-09-2) (Venue: Hotel Sadanand, Pune), July 28, 2013, pp. 58-63.

Applications of Pitch Estimation: A Review

S. S. Hande and M. S. Shah, “Applications of Pitch Estimation: A Review,” in Proc. International Conference on Electrical and Electronics Engineering (ICEEE-2013) (Interscience Open Access Journal, Goa, India), January 27, 2013, pp. 47-51.

Solar System Exploration: A Review

M. S. Shah, “Solar System Exploration: A Review,” in Proc./Souvenir 8th International Conference on Microwaves, Antennas, Propagation & Remote Sensing (ICMARS-2012) (Jodhpur, India), December 11-15, 2012.

Speech-Training Aids for Hearing Impaired

M. S. Shah, “Speech-Training Aids for Hearing Impaired,” in Proc. International Symposium on Frontiers of Research on Speech and Music (FRSM-2012), January 18-20, 2012, Venue KIIT College of Engineering, Gurgaon, India.

Space Debris and Its Measurement Based on Remote Sensing

M. S. Shah, “Space Debris and Its Measurement Based on Remote Sensing,” in Souvenir 6th International Conference on Microwaves, Antennas, Propagation & Remote Sensing (ICMARS-2010) (Jodhpur, India), December 14-17, 2010, p. 91.

Estimation of place of constriction during stop closures by bivariate surface modeling

M. S. Shah and P. C. Pandey, "Estimation of place of constriction during stop closures by bivariate surface modeling," in Proc. Int. Symposium on Frontiers of Research on Speech and Music (Kolkata, India), 2008, pp. 161-166.

Surface modeling of vocal tract shapes in transition segments of vowel-consonant-vowel syllables for estimation of place of closure

M. S. Shah and P. C. Pandey, "Surface modeling of vocal tract shapes in transition segments of vowel-consonant-vowel syllables for estimation of place of closure," in Proc. 19th Int. Congress on Acoustics (Madrid, Spain), 2007, pp. CAS-03-011-1–CAS-03-011-5.

Estimation of place of articulation in stop consonants for visual feedback

M. S. Shah and P. C. Pandey, "Estimation of place of articulation in stop consonants for visual feedback," in Proc. Int. Conf. Interspeech 2007-Eurospeech (Antwerp, Belgium), Aug. 2007, pp. 2477-2480.

Estimation of vocal tract shape for VCV syllables for a speech training aid

M. S. Shah and P. C. Pandey, "Estimation of vocal tract shape for VCV syllables for a speech training aid," in Proc. 27th Int. Conf. IEEE Engg. Med. Biol. Soc. (Shanghai, China), 2005, pp. 6642–6645.

Estimation of vocal tract shape during stop closures

M. S. Shah and P. C. Pandey, "Estimation of vocal tract shape during stop closures," in Proc. Int. Conf. on Systemics, Cybernetics, and Informatics (Hyderabad, India), 2004, pp. 304-309.

A Spectrotemporal EEG Mapping Approach for Decoding Imagined Marathi Language Phonemes

U. Mhapankar and M. Shah, “A Spectrotemporal EEG Mapping Approach for Decoding Imagined Marathi Language Phonemes”, Eng. Technol. Appl. Sci. Res., vol. 14, no. 2, pp. 13604–13610, Apr. 2024.

Investigating Marathi Prosody: Unraveling Features of an Understudied Language

Trupti Harhare and Milind Shah, "Investigating Marathi Prosody: Unraveling Features of an Understudied Language", COMPUTER RESEARCH AND DEVELOPMENT, Vol. 24, Issue 6, June 2024, pp. 70-84.

Investigating Marathi Prosody: Unraveling Features of an Understudied Language

1. Trupti Harhare and Milind Shah, “Investigating Marathi Prosody: Unraveling Features of an Understudied Language”, Computer Research and Development, Vol. 24, Issue 6, June 2024, pp. 70-84.

A Spectrotemporal EEG Mapping Approach for Decoding Imagined Marathi Language Phonemes

Umesh Mhapankar and Milind Shah, “A Spectrotemporal EEG Mapping Approach for Decoding Imagined Marathi Language Phonemes”, Engineering, Technology & Applied Science Research, Vol. 14, No. 2, April 2024, pp. 13604-13610.

Non-negative Matrix Factorization on a Multi-lingual Overlapped Speech Signal: A Signal and Perception Level Analysis

Nandini C Nag and Milind S Shah, “Non-negative Matrix Factorization on a Multi-lingual Overlapped Speech Signal: A Signal and Perception Level Analysis” International Journal of Computing and Digital Systems, Vol. 11, No. 1, Jan. 2022 (ISSN 2210-142X)(https://dx.doi.org/10.12785/ijcds/110103).

Investigating batch normalization in spoken language understanding

Sheetal Jagdale and Milind Shah, "Investigating batch normalization in spoken language understanding” in Journal of Physics: Conference Series, Volume 1812, pp. 1-7, 2021. DOI: 10.1088/1742-6596/1812/1/012022.

Linear Mixed Effect Modelling for Analyzing Prosodic Parameters for Marathi Language Emotions

T. K. Harhare and M. S. Shah, “Linear Mixed Effect Modelling for Analyzing Prosodic Parameters for Marathi Language Emotions” accepted in the International Journal of Advanced Computer Science and Applications (IJACSA) - Volume 12 No 12 December 2021.

A Case-Study on Leveraging the Policies on Outcome-Based Education

Milind Shah and Megha Kolhekar, "A Case-Study on Leveraging the Policies on Outcome-Based Education" in Journal of Engineering Education Transformations (JEET), Volume 35, No. 2, pp. 126-139, October 2021. ISSN 2349-2473, eISSN 2394-1707. DOI: 10.16920/jeet/2021/v35i2/157278.

Learning Optimum Number of Bases for Indian Languages in Non-negative Matrix Factorization based Multilingual Speech Separation

Nandini C Nag and Milind S Shah, “Learning Optimum Number of Bases for Indian Languages in Non-negative Matrix Factorization based Multilingual Speech Separation” International Journal of Advanced Computer Science and Applications (IJACSA), 12(8), pp. 68-77, Jan 2021. http://dx.doi.org/10.14569/IJACSA.2021.0120809.

Non-negative Matrix Factorization on a Multi-lingual Overlapped Speech Signal: A Signal and Perception Level Analysis

Nandini Nag and Milind Shah, "Non-negative Matrix Factorization on a Multi-lingual Overlapped Speech Signal: A Signal and Perception Level Analysis” accepted on 8-7-2021 in International Journal of Computing and Digital Systems.

Enhancing Learning in Spoken Language Understanding by Mitigating Internal Covariant Shift in Learning Models

Sheetal Jagdale and Milind Shah, "Enhancing Learning in Spoken Language Understanding by Mitigating Internal Covariant Shift in Learning Models” in Indian Journal of Computer Science and Engineering (IJCSE), Volume 12, Issue 1, pp. 297-305, Jan-Feb 2021. DOI: 10.21817/indjcse/2021/v12i1/211201239.

Engaging Students Actively for Effective Teaching-Learning

Megha Kolhekar, Milind Shah, and Anita Jadjav, "Engaging Students Actively for Effective Teaching-Learning" in Journal of Engineering Education Transformations, Volume 34, pp. 407-416, January 2021, DOI: 10.16920/jeet/2021/v34i0/157189.

Extending the classifier algorithms in machine learning to improve the performance in spoken language understanding systems under deficient training data

S. Jagdale and M. S. Shah “Extending the classifier algorithms in machine learning to improve the performance in spoken language understanding systems under deficient training data” in Advances in Science, Technology and Engineering Systems Journal, vol. 5, no. 6, pp. 464-471, November 2020, doi: 10.25046/aj050655.

EMG based emotion recognition in Indian classical dance

S. A. Mithbavkar and M. S. Shah “EMG based emotion recognition in Indian classical dance” in Bioscience Biotechnology Research Communications, Special Issue Volume 13, No. 14, pp. 330-334. December 2020. Print ISSN: 0974-6455, Online ISSN: 2321-4007, Doi: http://dx.doi.org/10.21786/bbrc/13.14/76.

A Tsunami of E-waste: Problems & Solutions

M. S. Shah, "A Tsunami of E-waste: Problems & Solutions," Annual Technical Journal of The Institution of Engineers (India) – Pune Local Centre, vol. 43, pp. 98-102, November-2019 (ISBN-978-81-924990-7-9).

Recognition of emotion through facial expressions using EMG signal

S. A. Mithbavkar and M. S. Shah “Recognition of emotion through facial expressions using EMG signal” in Proc. IEEE Technically Co-Sponsored 3rd Biennial International Conference on Nascent Technologies in Engineering (ICNTE-2019), organized by FCRIT, Navi Mumbai, during January 04-05, 2019. (This paper is available on IEEE Explorer. INSPEC Accession Number: 19245622. DOI: 10.1109/ICNTE44896.2019.8945843)

Laboratory Experiments for Understanding Effects of RF Impairments on Received Signal in Satellite Link

Kshama Patel and M. S. Shah, “Laboratory Experiments for Understanding Effects of RF Impairments on Received Signal in Satellite Link,” International Journal of Electronics, Electrical and Computational System (IJEECS) (ISSN 2348-117X), Vol. 6, Issue 5, pp. 370-395, May 2017.

Sound Level Meter

Joel D’souza, Steffy Simon, Anuja Padwal, Jenila Hendry, and Milind Shah, “Sound Level Meter,” International Journal of Engineering Technology Science and Research (IJETSR) (ISSN 2394 – 3386), Vol. 4, Issue 5, pp. 659-665, May 2017.

Study of Vocal Tract Shape Estimation Techniques for Children

Veena S., N. S. Wankhede, and M. S. Shah, “Study of Vocal Tract Shape Estimation Techniques for Children,” Procedia Computer Science 79 (2016), Published by Elsevier B.V. (This is an open access article under the CC BY-NC-ND license), Proc. 7th International Conference on Communication, Computing and Virtualization 2016, pp. 270-277, 2016.

Methods Used for Vocal Tract Shape Estimation and There Applicability for Children

Veena S., Nilashree S Wankhede and Milind S Shah. Article: Methods Used for Vocal Tract Shape Estimation and There Applicability for Children. International Journal of Applied Information Systems (IJAIS) Proceedings on International Conference on Communication Computing and Virtualization ICCCV 2016(1):1-5, July 2016.

Study of Pitch Detection Methods

Veena S., N. S. Wankhede, and M. S. Shah, “Study of Pitch Detection Methods,” International Journal for Scientific Research and Development (IJSRD) (ISSN: 2321-0613), National Conference on Technological Advancement and Automatization in Engineering, pp. 405-410, January-2016.

Speech Enhancement Using Basic and Modified Spectral Subtraction

G. Geevarghese and M. S. Shah, “Speech Enhancement Using Basic and Modified Spectral Subtraction,” International Journal of Advanced Research in Electronics and Communication Engineering (IJARECE) (ISSN: 2278-909X), vol. 4, no. 12, pp. 2868-2873, Dec. 2015.

A comparative study of formant estimation

S. Bhore and M. S. Shah, “A comparative study of formant estimation,” IJARECE (ISSN: 2278-909X), vol. 4, no. 12, pp. 2879-2882, Dec. 2015.

Digit recognition based on Euclidean and DTW

S. R. Nair and M. S. Shah, “Digit recognition based on Euclidean and DTW,” International Journal of Computer Applications (IJCA) (ISSN 0975-8887), Vol. 125, No. 6, September 2015), pp. 15-18.

Comparison of Formant Estimation Techniques

S. Bhore and M. S. Shah, “Comparison of Formant Estimation Techniques,” International Journal of Electronics, Communication and Soft Computing Science and Engineering (IJECSCSE) (ISSN 2277-9477), Special Issue – IETE Mid Term Symposium on “Impact of Technology on Skill Development” MTS-2015 at Amravati, (April 11-12, 2015), pp. 127-129.

Spectral Subtraction for Enhancement of Speech Quality

G. Geevarghese and M. S. Shah, “Spectral Subtraction for Enhancement of Speech Quality,” International Journal of Electronics, Communication and Soft Computing Science and Engineering (IJECSCSE) (ISSN 2277-9477), Special Issue – IETE Mid Term Symposium on “Impact of Technology on Skill Development” MTS-2015 at Amravati, (April 11-12, 2015), pp. 123-126.

Comparison of Isolated Digit Recognition Techniques based on Feature Extraction

S. R. Nair and M. S. Shah, “Comparison of Isolated Digit Recognition Techniques based on Feature Extraction,” International Journal of Electronics, Communication and Soft Computing Science and Engineering (IJECSCSE) (ISSN 2277-9477), Special Issue – IETE Mid Term Symposium on “Impact of Technology on Skill Development” MTS-2015 at Amravati, (April 11-12, 2015), pp. 272-275.

Speech Perception: A Review

S. Bhore and M. S. Shah, “Speech Perception: A Review,” International Journal of Engineering Research & Technology (IJERT) (ISSN 2278 0181), ICNTE-2015 Conference (January-2015) Proceedings, pp. 117-120.

Speech Reverberation: A Review

G. Geevarghese and M. S. Shah, “Speech Reverberation: A Review,” International Journal of Engineering Research & Technology (IJERT) (ISSN 2278 0181), ICNTE-2015 Conference (January-2015) Proceedings, pp. 97-100.

Applications of wavelet transform in speech processing: A review

S. R. Nair and M. S. Shah, “Applications of wavelet transform in speech processing: A review,” International Journal of Engineering Research & Technology (IJERT) (ISSN 2278 0181), ICNTE-2015 Conference (January-2015) Proceedings, pp. 49-53.

Validation of optimum algorithm parameters required to estimate vocal tract shape for children using LPC analysis,

N. S. Wankhede and M. S. Shah, “Validation of optimum algorithm parameters required to estimate vocal tract shape for children using LPC analysis,” Open Access Library Journal, vol. 1, pp. 1-10, July 2014.

Estimation of place of articulation during stop closures of vowel-consonant-vowel syllables

P. C. Pandey and M. S. Shah, "Estimation of place of articulation during stop closures of vowel-consonant-vowel syllables," IEEE Trans. Audio, Speech, Language Process., vol. 17, no. 2, pp. 277-286, February, 2009.

Interpolation of vocal-tract shape during stop closures from transition segments in vowel-consonant-vowel syllables

M. S. Shah and P. C. Pandey, "Interpolation of vocal-tract shape during stop closures from transition segments in vowel-consonant-vowel syllables,” J. Acoust. Soc. Am., vol. 120, no. 5, pt. 2, p. 3349, 2006.

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NEP 2020 Sensitization: Train the Trainers

Pillai College of Arts, Commerce, & Science, Panvel

One day workshop on Key Initiatives and Reforms Undertaken by the MoE

Department of Higher and Technical Education, Government of Maharashtra at Sydenham College of Commerce and Economics, Churchgate, Mumbai

n Institutional Restructuring and Strengthening Autonomy through NEP

FR. CONCEICAO RODRIGUES COLLEGE OF ENGINEERING, Ba

Two days workshop on Observer and Control Design for Autonomous Vehicles orgainized by IIT Bombay, Mumbai, on 22-23 November 2024

IIT Bombay, Powai, Mumbai

One-Day Western Zone Conference for Autonomous Colleges on "Implementation of NEP 2020"

IIM Nagpur

10 Day Faculty Training Program on “Implementation of Autonomy” conducted from 5th July 2024 to 19th July 2024 at FCRIT, Vashi.

Agnel Charities FCRIT, Vashi

Leadership in Educational Administration for Acade

University of Mumbai, Kalina

ISTE approved Self-Financing Faculty Development Program on “VLSI and Semi-Conductors”

FCRIT

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