Recognition of 38 speech commands in russian. Based on Yandex Cup 2021 ML Challenge: ASR

Related tags

Text Data & NLP voice-commands pytorch hotword-detection keyword-spotting wake-word-detection kws russian-language trigger-word-detection speech-command-recognition
Overview

Speech_38_ru_commands

Recognition of 38 speech commands in russian. Based on Yandex Cup 2021 ML Challenge: ASR

Программа умеет распознавать 38 ключевых слов на русском языке , произнесенных в микрофон из списка:

дальше, вперед, назад, вверх, вниз, выше, ниже, домой, громче, тише, лайк, дизлайк, следующий, предыдущий, сначала, перемотай, выключи, стоп, хватит, замолчи, заткнись, останови, пауза, включи, смотреть, продолжи, играй, запусти, ноль, один, два, три, четыре, пять, шесть, семь, восемь, девять.

Используемая модель была подготовлена для соревнования Yandex Cup 2021 ML Challenge: ASR. Получило 3 место из 54 участников. с показателем точности 92.01

Скачать модель по ссылке https://disk.yandex.ru/d/L053qF-0OPKlog

Пример запуска программы:

python speech_38_ru_commands.py --porog 1.2

где , число 1.2 - это порог уверенности в команде. Можно задавать в диапазоне 0.0 - 7.9999

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