wenet-kws

Production First and Production Ready End-to-End Keyword Spotting Toolkit.

The goal of this toolkit it to...

Small footprint keyword spotting (KWS), or specifically wake-up word (WuW) detection is a typical and important module in internet of things (IoT) devices. It provides a way for users to control IoT devices with a hands-free experience. A WuW detection system usually runs locally and persistently on IoT devices, which requires low consumptional power, less model parameters, low computational comlexity and to detect predefined keyword in a streaming way, i.e., requires low latency.

Typical Scenario

We are going to support the following typical applications of wakeup word:

• Single wake-up word
• Multiple wake-up words
• Customizable wake-up word
• Personalized wake-up word, i.e. combination of wake-up word detection and voiceprint

Dataset

We plan to support a variaty of open source wake-up word datasets, include but not limited to:

• Hey Snips
• Google Speech Command
• Hi Miya(你好米雅)
• Hi Xiaowen(你好小问)

All the well-trained models on these dataset will be made public avaliable.

Runtime

We plan to support a variaty of hardwares and platforms, including:

• Web browser
• x86
• Android
• Raspberry Pi