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 PDFInfo
- 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
Links
- 238000013528 artificial neural network Methods 0.000 title abstract 8
- 238000010276 construction Methods 0.000 title abstract 2
- 238000012795 verification Methods 0.000 abstract 7
- 238000000034 method Methods 0.000 abstract 1
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。
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)
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)
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)
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 |
-
2021
- 2021-08-06 CN CN202110905642.6A patent/CN113610228B/zh active Active
-
2022
- 2022-08-02 WO PCT/SG2022/050553 patent/WO2023014298A2/zh unknown
Patent Citations (4)
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 |