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The Huqariq corpus is a multilingual collection of speech from nativePeruvian languages. The transcribed corpus is intended for the research anddevelopment of speech technologies to preserve endangered languages in Peru.Huqariq is primarily designed for the development of automatic speechrecognition, language identification and text-to-speech tools. In order toachieve corpus collection sustainably, we employ the crowdsourcing methodology.Huqariq includes four native languages of Peru, and it is expected that by theend of the year 2022, it can reach up to 20 native languages out of the 48native languages in Peru. The corpus has 220 hours of transcribed audiorecorded by more than 500 volunteers, making it the largest speech corpus fornative languages in Peru. In order to verify the quality of the corpus, wepresent speech recognition experiments using 220 hours of fully transcribedaudio.

Huqariq: A Multilingual Speech Corpus of Native Languages of Peru for Speech Recognition