Verbraucherprodukte
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Gaming Lighting and Cooling Fans Control
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New HMI Platform NuMaker-HMI-MA35D1
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GPS Tracker for Pet
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Soy-milk Maker Driver
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Bluetooth Toothbrush Reference Design
- CSP MOSFET
- TWS Charging Box
- M031BT dual mode gaming mouse solution
- Four-in-one Smart Electronic Lock
- Erweitertes Headset
- Baby Gear
- DSC / DVC
- DVR
- ELA
- Spielkonsole
- Heimgeräte
- Medienbox
- Mikrodrucker
- Sicherheitspanel
- Smartphone-Bezahlung
- Rauch- / CO-Melder
- Soundbar
- Spielzeug
- Videobabymonitor
- Spracherkennung
- WLAN-Kamera
- Heating Kitchen Appliance
- Wireless Charging
- Half-bridge Induction Cooker
- Smart Projector
- Laser TV
- 6-claw Robot
- Smart Plug
- USB Car Driving Simulator System
Industrie
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DALI Ecosystem - Control Gears and Devices
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DALI Ecosystem – Application Controller
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High Voltage Fan Driver
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Low Voltage Fan Driver
- Motor Parameter Identify Tool
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Totem Pole PFC Reference Board
- Motor Driver
- Electric Scooter
- Air Purifier
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Out-of-band (OOB) Management Solution for Edge Devices
- Edge Computing for License Plate Recognition
- USB Type-C PD 3.0 TCPC and TCPM Solution
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Battery Management System
- Servo Driver Module
- Elevator Call Board
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Thermostat with Touch Key
- DALI Digital Lighting Control
- Low Power ML51 Series Electronic Shelf Label
- Interactive Human Machine Interface Solution
- Plug and Play Iindustrial Measurement Development Platform
- IoT Development Platform
- NB-IoT IoT Development Platform
- Industrial Remote Terminal Unit
- Smart Water Meter
- Label Printer
- Face Recognition Attendance Machines
- 2D-Strichcodescanner
- Kartenleser
- eBalance
- eBike
- Stromzähler
- Gesichtserkennung
- Ventilator / Deckenventilator
- Fingerabdruckerkennung
- Gaszähler
- Wärmezähler
- POS
- QR-Codescanner
- Wasserzähler
- Smart battery management system
- BLDC Motor Control
- 8x8x8 LED Cube
- Door Access control system
- Elevator Control System
- LED Display
Smart Home Appliances
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MA35D1 HDMI Video Playback
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M467 LVGL Display
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RF-GaN PA Module for 5G Base Station
- TFT Color Thermostat
- Virtual Reality (VR) Solution
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HDMI2.1 4x2 Matrix Solution
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TOF sensing solution
- Smart Office UC Speakerphone Solution
- Smart Office UC Headset Solution
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Cold Chain Data Logger
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Color Display Wi-Fi Thermostat
- Smart Home Central Control utilizing IoT and Color Screen
- Smart Home Appliances with Video Playing Function
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Multi-Cloud Connection Platform
- TFT Thermostat
- Wireless Power Supply and Data Transfer Solution
- Machine Learning
- Intelligent Power Station
- PM2.5 Module
- OLED Display - GIF Format Decode (LZW) Supported
- Smart Toilet
Machine Learning
本方案提供英文数字语音机器学习辨识功能,并提供可快速创建人机接口的图形化开发平台,语音识别结果可透过新唐开发平台创建高质感人机互动画面。
语音控制电子设备已经是一股势不可挡的潮流,其优势在于电子设备可以免持控制、在不方便按键的环境下操作等优点。本方案使用Google TensorFlow作为深度学习用于语音识别的算法开发环境,并在NuMaker-PFM-M487平台上实现语音识别功能,以关键词识别(KeyWord Spotting)的范例程序实现可脱机且实时的语音识别系统。 一套完整的深度学习语音识别系统需要使用两个平台,如图1-1,一为PC端平台,利用TensorFlow与Python撰写完整的深度学习程序代码并训练模型,因本方案使用监督式学习(Supervised Learning)(注1)模式,因此需提供系统大量的训练数据和卷标(Labels),接着将撷取到的特征用深度神经网络(DNN)模型进行训练,并反复修正训练模型,直到模型达到系统优化状态;二为NuMaker-PFM-M487平台,利用PC所建的深度学习模型与训练结果(模型参数),在NuMaker-PFM-M487平台完成可实时的语音识别系统。
图 1-1 语音识别系统流程图
本方案辨识的关键词为10个英文数字:One, Two, Three, Four, Five, Six, Seven, Eight, Nine, Zero,使用NuMaker-PFM-M487开发板并搭配M487 emWin GUI开发平台呈现语音识别结果,当用户对着麦克风说「One」,此方案的LCD面板上会正确地显示的关键词「One」。
注1:监督式学习(Supervised Learning):所有的问题都有对应的标准答案,亦即用户先将数据做卷标(Label)并在训练的过程中告诉机器对应的答案。
- 相关IC/平台
* 注 : Nuvoton 及 NuMicro为新唐科技股份有限公司(Nuvoton Technology Corp.)的商标,本文涉及的其他商标及著作等权利,皆归属于其原所有权人。
