keyword-spotting 开源项目推荐（309 个）

Picovoice /porcupine

On-device wake word detection powered by deep learning

YuanGongND /ast

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

MycroftAI /mycroft-precise

一个轻量、易用的 RNN 唤醒词监听器

markovka17 /dla

Deep learning for audio processing

evancohen /sonus

💬 /so.nus/ STT (speech to text) for Node with offline hotword detection

DmitryRyumin /ICASSP-2023-24-Papers

该项目在 GitHub 上没有填写描述

zycv /awesome-keyword-spotting

This repository is a curated list of awesome Speech Keyword Spotting (Wake-Up Word Detection).

hyperconnect /TC-ResNet

Code for Temporal Convolution for Real-time Keyword Spotting on Mobile Devices

harvard-edge /multilingual_kws

Few-shot Keyword Spotting in Any Language and Multilingual Spoken Word Corpus

Picovoice /wake-word-benchmark

wake word engine benchmark framework

ARM-software /keyword-transformer

Official implementation of the Keyword Transformer: https://arxiv.org/abs/2104.00769

SiavashShams /ssamba

[SLT'24] The official implementation of SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model

spokestack /spokestack-python

Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application with a focus on embedded systems.

arcosoph /nanowakeword

A lightweight, wake word detection engine. Train custom, high-accuracy models with minimal effort.

georgygospodinov /speech_course

Deep Learning for Speech

roman-vygon /triplet_loss_kws

Learning Efficient Representations for Keyword Spotting with Triplet Loss

vineeths96 /Spoken-Keyword-Spotting

In this repository, we explore using a hybrid system consisting of a Convolutional Neural Network and a Support Vector Machine for Keyword Spotting task.

dobby-seo /Wav2Keyword

Wav2Keyword is keyword spotting(KWS) based on Wav2Vec 2.0. This model shows state-of-the-art in Speech commands dataset V1 and V2.

nyumaya /nyumaya_audio_recognition

Classify audio with neural nets on embedded systems like the Raspberry Pi

voicute /onnx-wakeword

Open-source, fully offline wake word / keyword spotting (KWS) inference engine — ONNX/TFLite <130KB, multi-keyword, multilingual. Train a custom wake word online with auto hard-negative mining; deploy on ESP32 / Raspberry Pi / Android / Web / Windows / macOS / Linux / Home Assistant — runs on any ONNX/TFLite-capable device.