IP Library Granted Patent US 12,243,531
Granted Patent B2
US 12,243,531 · App. 18/506,866 · Granted Mar 4, 2025

Determining input for speech processing engine

Inventors: Anthony Robert Sheeder (Fort Lauderdale, FL); Colby Nelson Leider (Coral Gables, FL)
Assignee: Magic Leap, Inc.
G10L15/22G06F3/013G10L15/14G10L15/25G10L15/30G10L2015/223G10L2015/227
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 12,243,531
App. No.
18/506,866
Filed
Nov 10, 2023
Granted
Mar 4, 2025
Kind
B2
Art Unit
2659
USPC
704/240
Abstract

A method of presenting a signal to a speech processing engine is disclosed. According to an example of the method, an audio signal is received via a microphone. A portion of the audio signal is identified, and a probability is determined that the portion comprises speech directed by a user of the speech processing engine as input to the speech processing engine. In accordance with a determination that the probability exceeds a threshold, the portion of the audio signal is presented as input to the speech processing engine. In accordance with a determination that the probability does not exceed the threshold, the portion of the audio signal is not presented as input to the speech processing engine.

Claims (38)

1. A method of presenting a signal to a speech processing engine, the method comprising:

receiving, via a first microphone of a wearable head device, an audio signal comprising speech from a user of the wearable head device;

identifying a first portion of the audio signal;

determining, for the first portion of the audio signal, a first probability that the first portion comprises speech directed by a user as input to the speech processing engine;

identifying a second portion of the audio signal, the second portion having a start time in the audio signal and an end time in the audio signal, wherein the first portion comprises speech located before the start time in the audio signal and further comprises speech located after the end time in the audio signal;

determining, for the second portion of the audio signal, a second probability that the second portion comprises speech directed by the user as input to the speech processing engine; and

in accordance with a determination that the first probability exceeds a first threshold, and further in accordance with a determination that the second probability does not exceed the first threshold:

presenting the first portion of the audio signal as a first input to the speech processing engine, and

forgoing presenting the second portion of the audio signal as an input to the speech processing engine.

2. The method of claim 1 , wherein the first probability is determined based on a comparison of the first portion of the audio signal to a plurality of audio signals in a database, each audio signal of the plurality of audio signals associated with a probability that its respective audio signal comprises speech directed as input to the speech processing engine.

3. The method of claim 1 , further comprising receiving first sensor data from one or more sensors associated with the wearable head device, wherein the one or more sensors do not include the first microphone.

4. The method of claim 3 , wherein the first probability is determined further based on a comparison of the first sensor data to a plurality of sensor data in a database, a sensor data of the plurality of sensor data in the database associated with a respective audio signal and further associated with a probability that the respective audio signal comprises speech directed as input to the speech processing engine.

5. The method of claim 3 , wherein the first sensor data is indicative of one or more of a position, an orientation, an eye movement, an eye gaze target, or a vital sign of the user.

6. The method of claim 3 , further comprising determining based on the first sensor data whether the first portion of the audio signal corresponds to the user and in accordance with a determination that the audio signal does not correspond to the user, discarding the first portion of the audio signal.

7. The method of claim 1 , further comprising determining a query based on the first portion of the audio signal, wherein the first portion of the audio signal forms a portion of the query.

8. The method of claim 1 , wherein identifying the second portion of the audio signal comprises determining a boundary between the first portion of the audio signal and the second portion of the audio signal.

9. The method of claim 8 , wherein the boundary is determined based on one or more of: a period of silence between speech in the first portion and speech in the second portion, a change in pitch or intonation of the speech, a change in cadence of the speech, or a breathing pattern of the user.

10. The method of claim 8 , wherein the boundary is determined based on sensor data from one or more sensors associated with the wearable head device, wherein the one or more sensors do not include the first microphone.

11. A system for providing input to a speech processing engine, the system including:

a wearable head device comprising a microphone; and one or more processors configured to perform:

receiving, via the microphone, an audio signal comprising speech from a user of the wearable head device;

identifying a first portion of the audio signal;

determining, for the first portion of the audio signal, a first probability that the first portion comprises speech directed by a user as input to the speech processing engine;

identifying a second portion of the audio signal, the second portion having a start time in the audio signal and an end time in the audio signal, wherein the first portion comprises speech located before the start time in the audio signal and further comprises speech located after the end time in the audio signal;

determining, for the second portion of the audio signal, a second probability that the second portion comprises speech directed by the user as input to the speech processing engine; and

in accordance with a determination that the first probability exceeds a first threshold, and further in accordance with a determination that the second probability does not exceed the first threshold:

presenting the first portion of the audio signal as a first input to the speech processing engine, and

forgoing presenting the second portion of the audio signal as an input to the speech processing engine.

12. The system of claim 11 , wherein the first probability is determined further based on a comparison of the first portion of the audio signal to a plurality of audio signals in a database, a respective audio signal of the plurality of audio signals associated with a probability that the respective audio signal comprises speech directed as input to the speech processing engine.

13. The system of claim 11 , further comprising one or more sensors associated with the wearable head device, wherein the one or more processors are further configured to perform:

receiving first sensor data from the user via the one or more sensors, wherein the first probability is determined further based on a comparison of the first sensor data to a plurality of sensor data in a database, each sensor data of the plurality of sensor data in the database associated with an audio signal and further associated with a probability that its respective audio signal comprises speech directed as input to the speech processing engine.

14. The system of claim 13 , wherein the first sensor data is indicative of one or more of a position of the user, an orientation of the user, an eye movement of the user, an eye gaze target of the user, and a vital sign of the user.

15. The system of claim 11 , wherein the wearable head device includes the one or more processors.

16. The system of claim 11 , wherein the system includes a vehicle including the one or more processors.

17. The system of claim 11 , wherein the system includes an electronic voice assistant including the one or more processors.

18. The system of claim 11 , wherein identifying the second portion of the audio signal comprises determining a boundary between the first portion of the audio signal and the second portion of the audio signal.

19. The system of claim 18 , wherein the boundary is determined based on one or more of: a period of silence between speech in the first portion and speech in the second portion, a change in pitch or intonation of the speech, a change in cadence of the speech, or a breathing pattern of the user.

20. The system of claim 18 , wherein the boundary is determined based on sensor data from one or more sensors associated with the wearable head device, wherein the one or more sensors do not include the first microphone.

Assignments (3)
SECURITY INTEREST Recorded Oct 31, 2025
From: MAGIC LEAP, INC.; MENTOR ACQUISITION ONE, LLC; MOLECULAR IMPRINTS, INC.
To: CITIBANK, N.A., AS COLLATERAL AGENT
Reel/Frame 073422/0549 →
SECURITY INTEREST Recorded Oct 28, 2025
From: MAGIC LEAP, INC.; MENTOR ACQUISITION ONE, LLC; MOLECULAR IMPRINTS, INC.
To: CITIBANK, N.A., AS COLLATERAL AGENT
Reel/Frame 073388/0027 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 16, 2025
From: SHEEDER, ANTHONY ROBERT; LEIDER, COLBY NELSON
To: MAGIC LEAP, INC.
Reel/Frame 069907/0057 →
Continuity (4)
Continuation 18148221 · Dec 29, 2022
Continuation 16805337 · Feb 28, 2020
Provisional Application 62812959 · Mar 1, 2019
Related Publication 20240087565A1 · Mar 14, 2024
References Cited (237)
US 4158750A · Sakoe · 1979 [cited by applicant]
US 4852988A · Velez · 1989 [cited by applicant]
US 6433760B1 · Vaissie · 2002 [cited by applicant]
US 6491391B1 · Blum et al. · 2002 [cited by applicant]
US 6496799B1 · Pickering · 2002 [cited by applicant]
US 6847336B1 · Lemelson · 2005 [cited by applicant]
US 6943754B2 · Aughey · 2005 [cited by applicant]
US 6977776B2 · Volkenandt et al. · 2005 [cited by applicant]
US 7346654B1 · Weiss · 2008 [cited by applicant]
US 7347551B2 · Fergason et al. · 2008 [cited by applicant]
US 7488294B2 · Torch · 2009 [cited by applicant]
US 7587319B2 · Catchpole · 2009 [cited by applicant]
US 7979277B2 · Larri et al. · 2011 [cited by applicant]
US 8154588B2 · Burns · 2012 [cited by applicant]
US 8235529B1 · Raffle · 2012 [cited by applicant]
US 8611015B2 · Wheeler · 2013 [cited by applicant]
US 8638498B2 · Bohn et al. · 2014 [cited by applicant]
US 8696113B2 · Lewis · 2014 [cited by applicant]
US 8929589B2 · Publicover et al. · 2015 [cited by applicant]
US 9010929B2 · Lewis · 2015 [cited by applicant]
US 9274338B2 · Robbins et al. · 2016 [cited by applicant]
US 9292973B2 · Bar-zeev et al. · 2016 [cited by applicant]
US 9294860B1 · Carlson · 2016 [cited by applicant]
US 9323325B2 · Perez et al. · 2016 [cited by applicant]
US 9715875B2 · Piernot · 2017 [cited by applicant]
US 9720505B2 · Gribetz et al. · 2017 [cited by applicant]
US 10013053B2 · Cederlund et al. · 2018 [cited by applicant]
US 10025379B2 · Drake et al. · 2018 [cited by applicant]
US 10062377B2 · Larri et al. · 2018 [cited by applicant]
US 10134425B1 · Johnson, Jr. · 2018 [cited by applicant]
US 10289205B1 · Sumter · 2019 [cited by applicant]
US 10839789B2 · Larri et al. · 2020 [cited by applicant]
US 10971140B2 · Catchpole · 2021 [cited by applicant]
US 11328740B2 · Lee et al. · 2022 [cited by applicant]
US 11587563B2 · Sheeder · 2023 [cited by examiner]
US 11790935B2 · Lee et al. · 2023 [cited by applicant]
US 11854550B2 · Sheeder · 2023 [cited by examiner]
US 11854566B2 · Leider · 2023 [cited by applicant]
US 11917384B2 · Roach · 2024 [cited by applicant]
US 12094489B2 · Lee · 2024 [cited by applicant]
US 20010055985A1 · Matt et al. · 2001 [cited by applicant]
US 20030030597A1 · Geist · 2003 [cited by applicant]
US 20050033571A1 · Huang · 2005 [cited by applicant]
US 20050069852A1 · Janakiraman et al. · 2005 [cited by applicant]
US 20060023158A1 · Howell et al. · 2006 [cited by applicant]
US 20060072767A1 · Zhang et al. · 2006 [cited by applicant]
US 20060098827A1 · Paddock et al. · 2006 [cited by applicant]
US 20060178876A1 · Sato et al. · 2006 [cited by applicant]
US 20070225982A1 · Washio · 2007 [cited by applicant]
US 20080124690A1 · Redlich · 2008 [cited by applicant]
US 20080201138A1 · Visser et al. · 2008 [cited by applicant]
US 20090180626A1 · Nakano · 2009 [cited by applicant]
US 20100245585A1 · Fisher et al. · 2010 [cited by applicant]
US 20100323652A1 · Visser et al. · 2010 [cited by applicant]
US 20110211056A1 · Publicover et al. · 2011 [cited by applicant]
US 20110213664A1 · Osterhout · 2011 [cited by applicant]
US 20110238407A1 · Kent · 2011 [cited by applicant]
US 20110288860A1 · Schevciw et al. · 2011 [cited by applicant]
US 20120021806A1 · Maltz · 2012 [cited by applicant]
US 20120130713A1 · Shin et al. · 2012 [cited by applicant]
US 20120209601A1 · Jing · 2012 [cited by applicant]
US 20130077147A1 · Efimov · 2013 [cited by applicant]
US 20130204607A1 · Baker, IV · 2013 [cited by applicant]
US 20130339028A1 · Rosner et al. · 2013 [cited by applicant]
US 20140016793A1 · Gardner · 2014 [cited by applicant]
US 20140194702A1 · Tran · 2014 [cited by applicant]
US 20140195918A1 · Friedlander · 2014 [cited by applicant]
US 20140200887A1 · Nakadai et al. · 2014 [cited by applicant]
US 20140222430A1 · Rao · 2014 [cited by applicant]
US 20140270202A1 · Ivanov et al. · 2014 [cited by applicant]
US 20140270244A1 · Fan · 2014 [cited by applicant]
US 20140337023A1 · Mcculloch et al. · 2014 [cited by applicant]
US 20140379336A1 · Bhatnagar · 2014 [cited by applicant]
US 20150006181A1 · Fan et al. · 2015 [cited by applicant]
US 20150168731A1 · Robbins · 2015 [cited by applicant]
US 20150310857A1 · Habets et al. · 2015 [cited by applicant]
US 20150348572A1 · Thornburg et al. · 2015 [cited by applicant]
US 20160019910A1 · Faubel et al. · 2016 [cited by applicant]
US 20160066113A1 · Elkhatib et al. · 2016 [cited by applicant]
US 20160112817A1 · Fan et al. · 2016 [cited by applicant]
US 20160142830A1 · Hu · 2016 [cited by applicant]
US 20160165340A1 · Benattar · 2016 [cited by applicant]
US 20160180837A1 · Gustavsson · 2016 [cited by applicant]
US 20160216130A1 · Abramson et al. · 2016 [cited by applicant]
US 20160217781A1 · Zhong et al. · 2016 [cited by applicant]
US 20160284350A1 · Yun et al. · 2016 [cited by applicant]
US 20160358598A1 · Williams et al. · 2016 [cited by applicant]
US 20160379629A1 · Hofer et al. · 2016 [cited by applicant]
US 20160379632A1 · Hoffmeister et al. · 2016 [cited by applicant]
US 20160379638A1 · Basye et al. · 2016 [cited by applicant]
US 20170078819A1 · Habets · 2017 [cited by applicant]
US 20170091169A1 · Bellegarda · 2017 [cited by applicant]
US 20170092276A1 · Sun et al. · 2017 [cited by applicant]
US 20170110116A1 · Tadpatrikar et al. · 2017 [cited by applicant]
US 20170148429A1 · Hayakawa · 2017 [cited by applicant]
US 20170270919A1 · Parthasarathi et al. · 2017 [cited by applicant]
US 20170280239A1 · Sekiya · 2017 [cited by applicant]
US 20170316780A1 · Lovitt · 2017 [cited by applicant]
US 20170330555A1 · Kawano · 2017 [cited by applicant]
US 20170332187A1 · Lin · 2017 [cited by applicant]
US 20180011534A1 · Poulos et al. · 2018 [cited by applicant]
US 20180053284A1 · Rodriguez et al. · 2018 [cited by applicant]
US 20180077095A1 · Deyle et al. · 2018 [cited by applicant]
US 20180129469A1 · Vennström et al. · 2018 [cited by applicant]
US 20180227665A1 · Elko et al. · 2018 [cited by applicant]
US 20180316939A1 · Todd · 2018 [cited by applicant]
US 20180336902A1 · Cartwright et al. · 2018 [cited by applicant]
US 20180349946A1 · Nguyen · 2018 [cited by applicant]
US 20180358021A1 · Mistica et al. · 2018 [cited by applicant]
US 20180366114A1 · Anbazhagan et al. · 2018 [cited by applicant]
US 20190129944A1 · Kawano · 2019 [cited by applicant]
US 20190362741A1 · Li et al. · 2019 [cited by applicant]
US 20190373362A1 · Ansai et al. · 2019 [cited by applicant]
US 20190392641A1 · Taylor · 2019 [cited by applicant]
US 20200027455A1 · Sugiyama et al. · 2020 [cited by applicant]
US 20200064921A1 · Kang et al. · 2020 [cited by applicant]
US 20200194028A1 · Lipman · 2020 [cited by applicant]
US 20200213729A1 · Soto · 2020 [cited by applicant]
US 20200279552A1 · Piersol et al. · 2020 [cited by applicant]
US 20200286465A1 · Wang et al. · 2020 [cited by applicant]
US 20200296521A1 · Wexler et al. · 2020 [cited by applicant]
US 20200335128A1 · Sheeder et al. · 2020 [cited by applicant]
US 20210056966A1 · Bilac et al. · 2021 [cited by applicant]
US 20210125609A1 · Dusan et al. · 2021 [cited by applicant]
US 20210192413A1 · Shirazipour · 2021 [cited by applicant]
US 20210306751A1 · Roach et al. · 2021 [cited by applicant]
US 20230386461A1 · Leider · 2023 [cited by applicant]
US 20230410835A1 · Lee · 2023 [cited by applicant]
US 20240087587A1 · Leider · 2024 [cited by applicant]
US 20240163612A1 · Roach · 2024 [cited by applicant]
CA 2316473A1 · 2001 [cited by applicant]
CA 2362895A1 · 2002 [cited by applicant]
CA 2388766A1 · 2003 [cited by applicant]
CN 105529033A · 2016 [cited by applicant]
EP 2950307A1 · 2015 [cited by applicant]
EP 3211918A1 · 2017 [cited by applicant]
JP S52144205A · 1977 [cited by applicant]
JP 06075588A · 1994 [cited by applicant]
JP 2000148184A · 2000 [cited by applicant]
JP 2002135173A · 2002 [cited by applicant]
JP 2005196134A · 2005 [cited by applicant]
JP 2008242067A · 2008 [cited by applicant]
JP 2010273305A · 2010 [cited by applicant]
JP 2013183358A · 2013 [cited by applicant]
JP 2014137405A · 2014 [cited by applicant]
JP 2014178339A · 2014 [cited by applicant]
JP 2016004270A · 2016 [cited by applicant]
JP 2017211596A · 2017 [cited by applicant]
JP 2018523156A · 2018 [cited by applicant]
JP 2018179954A · 2018 [cited by applicant]
WO 2014113891A1 · 2014 [cited by applicant]
WO 2014159581A1 · 2014 [cited by applicant]
WO 2015169618A1 · 2015 [cited by applicant]
WO 2016063587A1 · 2016 [cited by applicant]
WO 2016151956A1 · 2016 [cited by applicant]
WO 2016153712A1 · 2016 [cited by applicant]
WO 2017003903A1 · 2017 [cited by applicant]
WO 2017017591A1 · 2017 [cited by applicant]
WO 2017191711A1 · 2017 [cited by applicant]
WO 2019224292A1 · 2019 [cited by applicant]
WO 2020180719A1 · 2020 [cited by applicant]
WO 2020214844A1 · 2020 [cited by applicant]
WO 2022072752A1 · 2022 [cited by applicant]
WO 2023064875A1 · 2023 [cited by applicant]
European Notice of Allowance dated Jul. 15, 2024, for EP Application No. 20791183.5 nine pages. [cited by applicant]
Japanese Final Office Action mailed May 31, 2024, for JP Application No. 2021-551538, with English translation, eighteen pages. [cited by applicant]
Final Office Action mailed Jul. 17, 2024, for U.S. Appl. No. 16/850,965, filed Apr. 16, 2020, seventeen pages. [cited by applicant]
Backstrom, T. (Oct. 2015). “Voice Activity Detection Speech Processing,” Aalto University, vol. 58, No. 10; Publication [online], retrieved Apr. 19, 2020, retrieved from the Internet: URL: https://mycourses.aalto.fi/plu… [cited by applicant]
Bilac, M. et al. (Nov. 15, 2017). Gaze and Filled Pause Detection for Smooth Human-Robot Conversations. www.angelicalim.com , retrieved on Jun. 17, 2020, Retrieved from the internet URL: http://www.angelicalim.com/paper… [cited by applicant]
Chinese Office Action dated Dec. 21, 2023, for CN Application No. 201980050714.4, with English translation, eighteen pages. [cited by applicant]
European Office Action dated Jun. 1, 2023, for EP Application No. 19822754.8, six pages. [cited by applicant]
European Search Report dated Nov. 12, 2021, for EP Application No. 19822754.8, ten pages. [cited by applicant]
European Search Report dated Nov. 21, 2022, for EP Application No. 20791183.5 nine pages. [cited by applicant]
European Search Report dated Oct. 6, 2022, for EP Application No. 20766540.7 nine pages. [cited by applicant]
Final Office Action mailed Apr. 10, 2023, for U.S. Appl. No. 16/850,965, filed Apr. 16, 2020, sixteen pages. [cited by applicant]
Final Office Action mailed Apr. 15, 2022, for U.S. Appl. No. 16/850,965, filed Apr. 16, 2020, fourteen pages. [cited by applicant]
Final Office Action mailed Aug. 4, 2023, for U.S. Appl. No. 17/254,832, filed Dec. 21, 2020, seventeen pages. [cited by applicant]
Final Office Action mailed Aug. 5, 2022, for U.S. Appl. No. 16/805,337, filed Feb. 28, 2020, eighteen pages. [cited by applicant]
Final Office Action mailed Jan. 11, 2023, for U.S. Appl. No. 17/214,446, filed Mar. 26, 2021, sixteen pages. [cited by applicant]
Final Office Action mailed Jan. 23, 2024, for U.S. Appl. No. 16/850,965, filed Apr. 16, 2020, fifteen pages. [cited by applicant]
Final Office Action mailed Oct. 6, 2021, for U.S. Appl. No. 16/805,337, filed Feb. 28, 2020, fourteen pages. [cited by applicant]
Final Office Action mailed Sep. 7, 2023, for U.S. Appl. No. 17/214,446, filed Mar. 26, 2021, nineteen pages. [cited by applicant]
Harma, A. et al. (Jun. 2004). “Augmented Reality Audio for Mobile and Wearable Appliances,” J. Audio Eng. Soc., vol. 52, No. 6, retrieved on Aug. 20, 2019, Retrieved from the Internet: URL:https://pdfs.semanticscholar.o… [cited by applicant]
International Preliminary Report and Patentability mailed Dec. 22, 2020, for PCT Application No. PCT/US2019/038546, thirteen pages. [cited by applicant]
International Preliminary Report and Written Opinion mailed Apr. 13, 2023, for PCT Application No. PCT/US2021/53046, filed Sep. 30, 2021, nine pages. [cited by applicant]
International Preliminary Report and Written Opinion mailed Oct. 28, 2021, for PCT Application No. PCT/US2020/028570, filed Apr. 16, 2020, seventeen pages. [cited by applicant]
International Preliminary Report and Written Opinion mailed Sep. 16, 2021, for PCT Application No. PCT/US20/20469, filed Feb. 28, 2020, nine pages. [cited by applicant]
International Search Report and Written Opinion mailed Jan. 24, 2022, for PCT Application No. PCT/US2021/53046, filed Sep. 30, 2021, fifteen pages. [cited by applicant]
International Search Report and Written Opinion mailed Jul. 2, 2020, for PCT Application No. PCT/US2020/028570, filed Apr. 16, 2020, nineteen pages. [cited by applicant]
International Search Report and Written Opinion mailed May 18, 2020, for PCT Application No. PCT/US20/20469, filed Feb. 28, 2020, twenty pages. [cited by applicant]
International Search Report and Written Opinion mailed Sep. 17, 2019, for PCT Application No. PCT/US2019/038546, sixteen pages. [cited by applicant]
Jacob, R. “Eye Tracking in Advanced Interface Design”, Virtual Environments and Advanced Interface Design, Oxford University Press, Inc. (Jun. 1995). [cited by applicant]
Japanese Notice of Allowance mailed Dec. 15, 2023, for JP Application No. 2020-571488, with English translation, eight pages. [cited by applicant]
Japanese Office Action dated Jun. 2, 2023, for JP Application No. 2020 571488, with English translation, nine pages. [cited by applicant]
Kitayama, K. et al. (Sep. 30, 2003). “Speech Starter: Noise-Robust Endpoint Detection by Using Filled Pauses.” Eurospeech 2003, retrieved on Jun. 17, 2020, retrieved from the internet URL: http://clteseerx.ist.psu.edu/v… [cited by applicant]
Liu, Baiyang, et al.: (Sep. 6, 2015). “Accurate Endpointing with Expected Pause Duration,” Interspeech 2015, pp. 2912-2916, retrieved from: a href=“https://scholar.google.com/scholar?q=BAIYANG”target=“_blank”https://sch… [cited by applicant]
Non-Final Office Action mailed Apr. 12, 2023, for U.S. Appl. No. 17/214,446, filed Mar. 26, 2021, seventeen pages. [cited by applicant]
Non-Final Office Action mailed Apr. 13, 2023, for U.S. Appl. No. 17/714,708, filed Apr. 6, 2022, sixteen pages. [cited by applicant]
Non-Final Office Action mailed Apr. 27, 2023, for U.S. Appl. No. 17/254,832, filed Dec. 21, 2020, fourteen pages. [cited by applicant]
Non-Final Office Action mailed Aug. 10, 2022, for U.S. Appl. No. 17/214,446, filed Mar. 26, 2021, fifteen pages. [cited by applicant]
Non-Final Office Action mailed Jun. 23, 2023, for U.S. Appl. No. 18/148,221, filed Dec. 29, 2022, thirteen pages. [cited by applicant]
Non-Final Office Action mailed Jun. 24, 2021, for U.S. Appl. No. 16/805,337, filed Feb. 28, 2020, fourteen pages. [cited by applicant]
Non-Final Office Action mailed Mar. 17, 2022, for U.S. Appl. No. 16/805,337, filed Feb. 28, 2020, sixteen pages. [cited by applicant]
Non-Final Office Action mailed Nov. 17, 2021, for U.S. Appl. No. 16/987,267, filed Aug. 6, 2020, twenty- one pages. [cited by applicant]
Non-Final Office Action mailed Oct. 4, 2021, for U.S. Appl. No. 16/850,965, filed Apr. 16, 2020, twelve pages. [cited by applicant]
Non-Final Office Action mailed Sep. 15, 2023, for U.S. Appl. No. 16/850,965, filed Apr. 16, 2020, fourteen pages. [cited by applicant]
Non-Final Office Action mailed Sep. 29, 2022, for U.S. Appl. No. 16/850,965, filed Apr. 16, 2020, fifteen pages. [cited by applicant]
Notice of Allowance mailed Dec. 15, 2023, for U.S. Appl. No. 17/214,446, filed Mar. 26, 2021, seven pages. [cited by applicant]
Notice of Allowance mailed Jul. 31, 2023, for U.S. Appl. No. 17/714,708, filed Apr. 6, 2022, eight pages. [cited by applicant]
Notice of Allowance mailed Mar. 3, 2022, for U.S. Appl. No. 16/987,267, filed Aug. 6, 2020, nine pages. [cited by applicant]
Notice of Allowance mailed Nov. 30, 2022, for U.S. Appl. No. 16/805,337, filed Feb. 28, 2020, six pages. [cited by applicant]
Notice of Allowance mailed Oct. 12, 2023, for U.S. Appl. No. 18/148,221, filed Dec. 29, 2022, five pages. [cited by applicant]
Notice of Allowance mailed Oct. 17, 2023, for U.S. Appl. No. 17/254,832, filed Dec. 21, 2020, sixteen pages. [cited by applicant]
Rolland, J. et al., “High-resolution inset head-mounted display”, Optical Society of America, vol. 37, No. 19, Applied Optics, (Jul. 1, 1998). [cited by applicant]
Shannon, Matt et al. (Aug. 20-24, 2017). “Improved End-of-Query Detection for Streaming Speech Recognition”, Interspeech 2017, Stockholm, Sweden, pp. 1909-1913. [cited by applicant]
Tanriverdi, V. et al. (Apr. 2000). “Interacting With Eye Movements In Virtual Environments,” Department of Electrical Engineering and Computer Science, Tufts University, Medford, MA 02155, USA, Proceedings of the SIGCHI… [cited by applicant]
Tonges, R. (Dec. 2015). “An augmented Acoustics Demonstrator with Realtime stereo up-mixing and Binaural Auralization,” Technische University Berlin, Audio Communication Group, retrieved on Aug. 22, 2019, Retrieved from… [cited by applicant]
Yoshida, A. et al., “Design and Applications of a High Resolution Insert Head Mounted Display”, (Jun. 1994). [cited by applicant]
International Preliminary Report and Written Opinion mailed Apr. 25, 2024, for PCT Application No. PCT/US2022/078063, seven pages. [cited by applicant]
International Preliminary Report on Patentability and Written Opinion mailed Apr. 25, 2024, for PCT Application No. PCT/US2022/078073, seven pages. [cited by applicant]
International Preliminary Report on Patentability and Written Opinion mailed May 2, 2024, for PCT Application No. PCT/US2022/078298, twelve pages. [cited by applicant]
International Search Report and Written Opinion mailed Jan. 11, 2023, for PCT Application No. PCT/US2022/078298, seventeen pages. [cited by applicant]
International Search Report and Written Opinion mailed Jan. 17, 2023, for PCT Application No. PCT/US2022/078073, thirteen pages. [cited by applicant]
International Search Report and Written Opinion mailed Jan. 25, 2023, for PCT Application No. PCT/US2022/078063, nineteen pages. [cited by applicant]
Japanese Office Action mailed May 2, 2024, for JP Application No. 2021-562002, with English translation, sixteen pages. [cited by applicant]
Notice of Allowance mailed Jun. 5, 2024, for U.S. Appl. No. 18/459,342, filed Aug. 31, 2023, eight pages. [cited by applicant]
Japanese Office Action mailed Jan. 30, 2024, for JP Application No. 2021-551538, with English translation, sixteen pages. [cited by applicant]
European Office Action dated Dec. 12, 2023, for EP Application No. 20766540.7, four pages. [cited by applicant]
Non-Final Office Action mailed Mar. 27, 2024, for U.S. Appl. No. 16/850,965, filed Apr. 16, 2020, sixteen pages. [cited by applicant]
Japanese Notice of Allowance mailed Aug. 21, 2024, for JP Application No. 2021-562002, with English translation, 6 pages. [cited by applicant]
Japanese Notice of Allowance mailed Oct. 28, 2024, for JP Application No. 2021-551538 with English translation, 6 pages. [cited by applicant]
Non-Final Office Action mailed Aug. 26, 2024, for U.S. Appl. No. 18/418,131, filed Jan. 19, 2024, ten pages. [cited by applicant]
Non-Final Office Action mailed Nov. 6, 2024, for U.S. Appl. No. 16/850,965, filed Apr. 16, 2020, twenty pages. [cited by applicant]
Chinese Notice of Allowance dated Nov. 7, 2024, for CN Application No. 201980050714.4, with English translation, 6 pages. [cited by applicant]
Hatashima, Takashi et al. “A study on a subband acoustic echo chaceller using a single microphone, Institute of Electronics, Information and Communication Engineers technical research report”, Feb. 1995, vol. 94, No. 52… [cited by applicant]
Japanese Office Action mailed Nov. 7, 2024, for JP Application No. 2023-142856, with English translation, 12 pages. [cited by applicant]
Notice of Allowance mailed Dec. 11, 2024, for U.S. Appl. No. 18/418,131, filed Jan. 19, 2024, seven pages. [cited by applicant]
Cited By (5)
US 12,327,573 US 12,347,448 US 12,417,766 US 12,688,845 US 12,696,045