White Papers with Arm
IMAC Best Paper Award: Dynamics of Civil Structures Technical Division, 2021

Frost & Sullivan Award, 2011
New Product Innovation

Recent Publications:
Music (5/2024)
Punctuation (2/2024)
Language ID (8/2023)
Structural Health (3/2023)
WFST Contract (1/2023)

Textbook: Fundamentals of Speaker Recognition
100,000+ downloads (Top 25% Springer: 2012-2024)

Fundamentals of
Speaker Recognition

Beigi, Homayoon
Springer, New York, 2011
ISBN: 978-0-387-77591-3

Technical Reports (recent):


Voice: Technologies and Algorithms for Biometrics Applications
Beigi, Homayoon

In the News:

IMAC Best Paper Award: Dynamics of Civil Structures Technical Division, 2021, for "Transfer Learning from Audio Domains a Valuable Tool for Structural Health Monitoring"

Homayoon Beigi, "Emotion Detection using Transfer Learning from Speech and Speaker Recognition Deep Neural Net Models," IEEE/ASME/SME Joint Webinar, December 2, 2020

Homayoon Beigi, "Structural and Machine Health Monitoring through the Application of Speaker Recognition Techniques," IEEE/ASME/SME Joint Meeting, March 26, 2019

IACP (2018)
See a Broad View of Different Fields: Article on Homayoon Beigi
at the Iranian American Contribution Project (

CES 2018:
Bosch shows off Our RecoMadeEasy® Speech, Speaker, and Face Recognition engines used in the GM Cadillac at the CES 2018 in Las Vegas

Homayoon Beigi, "Deep Learning Explained," IEEE/ASME/SME Joint Meeting, October 25, 2017

SpeechTek 2017
Homayoon Beigi

D103: Latest Achievements
in Speech Recognition,
Full Speaker Diarization,
Bird Song Recognition,
and More
April. 24, 2017

Homayoon Beigi, "Speech Recognition, Full Speaker Diarization, Bird Song Recognition, and More," IEEE/ASME/SME Joint Meeting, April 19, 2017

SpeechTek 2016
Homayoon Beigi
D103:PANEL: Technology
to Prevent Cyber Fraud
May. 23, 2016

Homayoon Beigi, "Mobile Device Transaction Using Multi-Factor Authentication," IEEE/ASME/SME Joint Meeting, May 26, 2015

TMCnews Featured Article
Feb. 2, 2012

Mechanical Engineering, Columbia University
Jan. 24, 2012

SpeechTek 2011
Voice Biometrics Lab
Aug. 8, 2011
LAB3: 3:30PM - 5:00PM

Agent Identification
Offered by Virtuallogger
Using RecoMadeEasy ®
Mar. 1, 2011

SpeechTek 2010
Speaker Recognition
Practical Issues
Aug 5, 2010 -- 9AM-12Noon

Interview (AM1490)
May 14, 2010

Oct 27, 2009

The W3C Talks SIV
Aug 15, 2009

SpeechTek 2009
Hands-on Lab
Jul 15, 2009

Distance Learning
Feb 6, 2009