WO2023014298A3 - 神经网络模型的构建方法及装置 - Google Patents

神经网络模型的构建方法及装置 Download PDF

Info

Publication number
WO2023014298A3
WO2023014298A3 PCT/SG2022/050553 SG2022050553W WO2023014298A3 WO 2023014298 A3 WO2023014298 A3 WO 2023014298A3 SG 2022050553 W SG2022050553 W SG 2022050553W WO 2023014298 A3 WO2023014298 A3 WO 2023014298A3
Authority
WO
WIPO (PCT)
Prior art keywords
neural network
verification
sample
training
data set
Prior art date
Application number
PCT/SG2022/050553
Other languages
English (en)
French (fr)
Other versions
WO2023014298A2 (zh
Inventor
谭丞
朱亦博
郭传雄
王剑
Original Assignee
脸萌有限公司
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by 脸萌有限公司 filed Critical 脸萌有限公司
Publication of WO2023014298A2 publication Critical patent/WO2023014298A2/zh
Publication of WO2023014298A3 publication Critical patent/WO2023014298A3/zh

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Image Analysis (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

说明书摘要本公开实施例公开了神经网络的构建方法、装置和电子设备。该方法包括：将验证样本输入到经过预训练的候选神经网络，得到验证值；基于验证值确定候选神经网络是否满足预设条件；若确定结果为否，基于验证样本，生成新的训练样本对，得到更新后训练数据集，训练数据集包括多个训练样本对；利用更新后训练数据集重新对候选神经网络进行训练，以得到满足预设条件的神经网络。实现了通过根据验证不通过的验证样本自动更新训练样本集，对神经网络重新进行训练，以得到可以验证通过的神经网络。
PCT/SG2022/050553 2021-08-06 2022-08-02 神经网络模型的构建方法及装置 WO2023014298A2 (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN202110905642.6 2021-08-06
CN202110905642.6A CN113610228B (zh) 2021-08-06 2021-08-06 神经网络模型的构建方法及装置

Publications (2)

Publication Number Publication Date
WO2023014298A2 WO2023014298A2 (zh) 2023-02-09
WO2023014298A3 true WO2023014298A3 (zh) 2023-04-13

Family

ID=78339861

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/SG2022/050553 WO2023014298A2 (zh) 2021-08-06 2022-08-02 神经网络模型的构建方法及装置

Country Status (2)

Country Link
CN (1) CN113610228B (zh)
WO (1) WO2023014298A2 (zh)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116933874A (zh) * 2022-04-02 2023-10-24 维沃移动通信有限公司 验证方法、装置及设备

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190362841A1 (en) * 2018-05-23 2019-11-28 Roche Diabetes Care, Inc. Medical device data management configuration systems and methods of use
CN111161740A (zh) * 2019-12-31 2020-05-15 中国建设银行股份有限公司 意图识别模型训练方法、意图识别方法以及相关装置
US20200202210A1 (en) * 2018-12-24 2020-06-25 Nokia Solutions And Networks Oy Systems and methods for training a neural network
CN112504808A (zh) * 2020-11-02 2021-03-16 北京空天技术研究所 基于机器学习算法的飞行器热防护***损伤诊断方法

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109840588B (zh) * 2019-01-04 2023-09-08 平安科技（深圳）有限公司 神经网络模型训练方法、装置、计算机设备及存储介质
CN110689038B (zh) * 2019-06-25 2024-02-02 深圳市腾讯计算机***有限公司 神经网络模型的训练方法、装置和医学图像处理***
CN110909877B (zh) * 2019-11-29 2023-10-27 百度在线网络技术（北京）有限公司 神经网络模型结构搜索方法、装置、电子设备及存储介质
CN111797976B (zh) * 2020-06-30 2024-04-12 北京灵汐科技有限公司 神经网络的训练方法、图像识别方法、装置、设备及介质

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190362841A1 (en) * 2018-05-23 2019-11-28 Roche Diabetes Care, Inc. Medical device data management configuration systems and methods of use
US20200202210A1 (en) * 2018-12-24 2020-06-25 Nokia Solutions And Networks Oy Systems and methods for training a neural network
CN111161740A (zh) * 2019-12-31 2020-05-15 中国建设银行股份有限公司 意图识别模型训练方法、意图识别方法以及相关装置
CN112504808A (zh) * 2020-11-02 2021-03-16 北京空天技术研究所 基于机器学习算法的飞行器热防护***损伤诊断方法

Also Published As

Publication number Publication date
CN113610228A (zh) 2021-11-05
WO2023014298A2 (zh) 2023-02-09
CN113610228B (zh) 2024-03-05

Similar Documents

Publication Publication Date Title
US20210049515A1 (en) Prediction method and system of high slope deformation
US10885900B2 (en) Domain adaptation in speech recognition via teacher-student learning
US20210201890A1 (en) Voice conversion training method and server and computer readable storage medium
CN109461446B (zh) 一种识别用户目标请求的方法、装置、***及存储介质
DE112016004008T5 (de) Neuronales netz für sprecherverifikation
JP2019527852A (ja) 音声認識処理方法及び装置
CN103400577A (zh) 多语种语音识别的声学模型建立方法和装置
CN103559894A (zh) 口语评测方法及***
CN102238190A (zh) 身份认证方法及***
EP4116861A3 (en) Method and apparatus for pre-training semantic representation model and electronic device
EP3940555A3 (en) Method and apparatus of processing information, method and apparatus of recommending information, electronic device, and storage medium
CN110322895B (zh) 语音评测方法及计算机存储介质
CN103594087A (zh) 提高口语评测性能的方法及***
Zhang et al. Using computer speech recognition technology to evaluate spoken English.
WO2023014298A3 (zh) 神经网络模型的构建方法及装置
CN107293290A (zh) 建立语音声学模型的方法和装置
Cao et al. [Retracted] Optimization of Intelligent English Pronunciation Training System Based on Android Platform
EA201990216A1 (ru) Способ создания модели анализа диалогов на базе искусственного интеллекта для обработки запросов пользователей и система, использующая такую модель
CN111128240B (zh) 一种基于对抗语义擦除的语音情感识别方法
Lei et al. Towards expressive speaking style modelling with hierarchical context information for mandarin speech synthesis
Fan et al. The impact of student learning aids on deep learning and mobile platform on learning behavior
JP2019049601A (ja) 音波信号から音波種別を判定するプログラム、システム、装置及び方法
WO2022075678A3 (ko) 의사 정상 데이터를 이용한 자가 감독 학습 기반의 차량 이상징후 탐지 장치 및 방법
CN108197274B (zh) 基于对话的异常个性检测方法及装置
CN114333787A (zh) 口语考试的评分方法、装置、设备、存储介质及程序产品

Legal Events

Date Code Title Description
NENP Non-entry into the national phase

Ref country code: DE