GB2614179A - Speech-to-text auto-scaling for live use cases - Google Patents

Speech-to-text auto-scaling for live use cases Download PDF

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Publication number
GB2614179A
GB2614179A GB2304504.0A GB202304504A GB2614179A GB 2614179 A GB2614179 A GB 2614179A GB 202304504 A GB202304504 A GB 202304504A GB 2614179 A GB2614179 A GB 2614179A
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GB
United Kingdom
Prior art keywords
deltas
current values
latency
computational resources
word
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
GB2304504.0A
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English (en)
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GB202304504D0 (en
Inventor
Bolanos Daniel
Rogelio Lee Antonio
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
International Business Machines Corp
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International Business Machines Corp
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Publication date
Application filed by International Business Machines Corp filed Critical International Business Machines Corp
Publication of GB202304504D0 publication Critical patent/GB202304504D0/en
Publication of GB2614179A publication Critical patent/GB2614179A/en
Pending legal-status Critical Current

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Classifications

    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/26—Speech to text systems
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5011—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resources being hardware resources other than CPUs, Servers and Terminals
    • G06F9/5022—Mechanisms to release resources
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5027—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
    • G06F9/505—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals considering the load
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5061—Partitioning or combining of resources
    • G06F9/5077—Logical partitioning of resources; Management or configuration of virtualized resources
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5083—Techniques for rebalancing the load in a distributed system
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/28—Constructional details of speech recognition systems
    • G10L15/285—Memory allocation or algorithm optimisation to reduce hardware requirements
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2209/00—Indexing scheme relating to G06F9/00
    • G06F2209/50—Indexing scheme relating to G06F9/50
    • G06F2209/501—Performance criteria

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Acoustics & Sound (AREA)
  • Human Computer Interaction (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Multimedia (AREA)
  • Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computational Linguistics (AREA)
  • Information Transfer Between Computers (AREA)
  • Machine Translation (AREA)
GB2304504.0A 2020-09-03 2021-09-02 Speech-to-text auto-scaling for live use cases Pending GB2614179A (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US17/010,866 US11521617B2 (en) 2020-09-03 2020-09-03 Speech-to-text auto-scaling for live use cases
PCT/CN2021/116202 WO2022048595A1 (en) 2020-09-03 2021-09-02 Speech-to-text auto-scaling for live use cases

Publications (2)

Publication Number Publication Date
GB202304504D0 GB202304504D0 (en) 2023-05-10
GB2614179A true GB2614179A (en) 2023-06-28

Family

ID=80358863

Family Applications (1)

Application Number Title Priority Date Filing Date
GB2304504.0A Pending GB2614179A (en) 2020-09-03 2021-09-02 Speech-to-text auto-scaling for live use cases

Country Status (6)

Country Link
US (1) US11521617B2 (https=)
JP (1) JP7748783B2 (https=)
CN (1) CN116194987B (https=)
DE (1) DE112021003525B4 (https=)
GB (1) GB2614179A (https=)
WO (1) WO2022048595A1 (https=)

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US12008416B2 (en) 2021-06-29 2024-06-11 Capital One Services, Llc Systems and methods for choosing an appropriate scaling technique for allocating computational resources to distributed applications
US12468574B2 (en) * 2021-10-28 2025-11-11 Capital One Services, Llc Systems and methods for dynamically scaling remote resources
US12165646B2 (en) * 2022-04-29 2024-12-10 Zoom Video Communications, Inc. Delta models for providing privatized speech-to-text during virtual meetings
US20230409393A1 (en) * 2022-05-24 2023-12-21 Microsoft Technology Licensing, Llc Systems and methods for autoscaling in datacenters

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WO2000026902A1 (en) * 1998-11-04 2000-05-11 Syvox Corporation Apparatus and method for improved memory and resource management in a single-user or multi-user speech recognition system
US9269355B1 (en) * 2013-03-14 2016-02-23 Amazon Technologies, Inc. Load balancing for automatic speech recognition
US9514747B1 (en) * 2013-08-28 2016-12-06 Amazon Technologies, Inc. Reducing speech recognition latency
US9646601B1 (en) * 2013-07-26 2017-05-09 Amazon Technologies, Inc. Reduced latency text-to-speech system

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US6629075B1 (en) * 2000-06-09 2003-09-30 Speechworks International, Inc. Load-adjusted speech recogintion
US6728677B1 (en) * 2001-01-31 2004-04-27 Nuance Communications Method and system for dynamically improving performance of speech recognition or other speech processing systems
JP4536481B2 (ja) * 2004-10-25 2010-09-01 インターナショナル・ビジネス・マシーンズ・コーポレーション コンピュータシステム、修正作業を支援するための方法、及びプログラム
US7953603B2 (en) * 2005-12-21 2011-05-31 International Business Machines Corporation Load balancing based upon speech processing specific factors
US9002713B2 (en) * 2009-06-09 2015-04-07 At&T Intellectual Property I, L.P. System and method for speech personalization by need
WO2011149558A2 (en) 2010-05-28 2011-12-01 Abelow Daniel H Reality alternate
US9098338B2 (en) 2010-12-17 2015-08-04 Verizon Patent And Licensing Inc. Work flow command processing system
US9769085B2 (en) 2012-05-04 2017-09-19 Citrix Systems, Inc. Systems and methods for adaptive application provisioning
US9069606B2 (en) 2012-05-08 2015-06-30 Adobe Systems Incorporated Autonomous application-level auto-scaling in a cloud
WO2014116888A1 (en) 2013-01-25 2014-07-31 REMTCS Inc. Network security system, method, and apparatus
US9064495B1 (en) * 2013-05-07 2015-06-23 Amazon Technologies, Inc. Measurement of user perceived latency in a cloud based speech application
KR20150026405A (ko) * 2013-09-03 2015-03-11 삼성전자주식회사 음성 패킷 송수신 방법 및 이를 구현하는 전자 장치
WO2015105994A1 (en) 2014-01-08 2015-07-16 Callminer, Inc. Real-time conversational analytics facility
CN103942372B (zh) * 2014-04-04 2017-01-04 天津大学 基于fpga的有源配电网暂态实时仿真多速率接口方法
CN104182909A (zh) * 2014-08-21 2014-12-03 大连理工大学 一种水电系统优化调度的多核并行逐次逼近方法
US9535738B2 (en) 2015-04-03 2017-01-03 International Business Machines Corporation Migrating virtual machines based on relative priority of virtual machine in the context of a target hypervisor environment
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JP2019028538A (ja) 2017-07-26 2019-02-21 日本電信電話株式会社 オートスケール処理装置、オートスケール方法及びプログラム
CN109509465B (zh) * 2017-09-15 2023-07-25 阿里巴巴集团控股有限公司 语音信号的处理方法、组件、设备及介质
US11152005B2 (en) * 2019-09-11 2021-10-19 VIQ Solutions Inc. Parallel processing framework for voice to text digital media
US11183178B2 (en) * 2020-01-13 2021-11-23 Microsoft Technology Licensing, Llc Adaptive batching to reduce recognition latency

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WO2000026902A1 (en) * 1998-11-04 2000-05-11 Syvox Corporation Apparatus and method for improved memory and resource management in a single-user or multi-user speech recognition system
US9269355B1 (en) * 2013-03-14 2016-02-23 Amazon Technologies, Inc. Load balancing for automatic speech recognition
US9646601B1 (en) * 2013-07-26 2017-05-09 Amazon Technologies, Inc. Reduced latency text-to-speech system
US9514747B1 (en) * 2013-08-28 2016-12-06 Amazon Technologies, Inc. Reducing speech recognition latency

Also Published As

Publication number Publication date
DE112021003525B4 (de) 2024-10-02
US20220068280A1 (en) 2022-03-03
GB202304504D0 (en) 2023-05-10
US11521617B2 (en) 2022-12-06
CN116194987B (zh) 2025-08-12
JP7748783B2 (ja) 2025-10-03
DE112021003525T5 (de) 2023-07-06
CN116194987A (zh) 2023-05-30
JP2023540495A (ja) 2023-09-25
WO2022048595A1 (en) 2022-03-10

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