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Task: ASR
Release Date: 3/22/2026
Format: MP3
Size: 687.85 MB
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A collection of read speech recordings in Puno Quechua (Punu qhichwa).
Restrictions/Special Constraints
None provided.
Forbidden Usage
It is forbidden to attempt to determine the identity of speakers in the Common Voice datasets. It is forbidden to re-host or re-share this dataset.
Intended Use
This dataset is intended to be used for training and evaluating automatic speech recognition (ASR) models. It may also be used for applications relating to computer-aided language learning (CALL) and language or heritage revitalisation.
qxp)This datasheet is for cv-corpus-25.0-2026-03-09 of the Mozilla Common Voice Scripted Speech dataset for Puno Quechua [Punu qhichwa - qxp]. The dataset contains 25382 clips representing 34.81 hours of recorded speech (31.16 hours validated) from 81 speakers, recorded from a text corpus of 2,070 sentences.
Puno Quechua, identified by the ISO 639-3: qxp, belongs to the Quechua II group. The 2017 National Census in Peru estimates approximately 474203 speaker of Puno Quechua, predominantly in the Puno region of Peru.
| Code | Accent | Clips | Speakers |
|---|---|---|---|
| - | 8,919 (35.1%) | 20 (24.7%) |
The dataset includes the following self-declared age and gender distributions. A coverage summary is shown below each table.
Self-declared gender information. The table shows clip and speaker counts with percentages. Speakers who did not declare a gender are listed as Unspecified. A dash (-) indicates zero.
| Code | Gender | Clips | Speakers |
|---|---|---|---|
| male_masculine | Male, masculine | 384 (1.5%) | 1 (1.2%) |
| female_feminine | Female, feminine | 17,836 (70.3%) | 57 (70.4%) |
| transgender | Transgender | - | - |
| non-binary | Non-binary | - | - |
| do_not_wish_to_say | Prefer not to say | - | - |
| - | Unspecified | 7,162 (28.2%) | 26 (32.1%) |
Gender declared: 18,220 of 25,382 clips (71.8%), 55 of 81 speakers (67.9%)
Self-declared age information. The table shows clip and speaker counts with percentages. Speakers who did not declare an age are listed as Unspecified. A dash (-) indicates zero.
| Code | Age | Clips | Speakers |
|---|---|---|---|
| teens | Teens | 251 (1.0%) | 1 (1.2%) |
| twenties | Twenties | 13,592 (53.5%) | 35 (43.2%) |
| thirties | Thirties | 6,797 (26.8%) | 23 (28.4%) |
| fourties | Fourties | 2,333 (9.2%) | 7 (8.6%) |
| fifties | Fifties | 1,943 (7.7%) | 3 (3.7%) |
| sixties | Sixties | 180 (0.7%) | 3 (3.7%) |
| seventies | Seventies | - | - |
| eighties | Eighties | - | - |
| nineties | Nineties | - | - |
| - | Unspecified | 286 (1.1%) | 13 (16.0%) |
Age declared: 25,096 of 25,382 clips (98.9%), 68 of 81 speakers (84.0%)
Clip buckets
| Bucket | Clips |
|---|---|
| Validated | 22,727 (89.5%) |
| Invalidated | 2,572 (10.1%) |
| Other | 83 (0.3%) |
Training splits
| Split | Clips |
|---|---|
| Train | 709 (3.1%) |
| Dev | 679 (3.0%) |
| Test | 679 (3.0%) |
Training split coverage: 2,067 of 22,727 validated clips (9.1%)
The dataset contains 22727 validated, 2572 invalidated, and 83 unresolved clips. The average clip duration is 4.937 seconds.
Validated sentences: 2,067
| Category | Count |
|---|---|
| Unvalidated sentences | 3 |
| Pending sentences | 3 |
| Rejected sentences | - |
| Reported sentences | 197 |
The corpus contains 2,070 sentences: 2,067 validated and 3 unvalidated (3 pending review, 0 rejected), with 197 reported for review.
The writting system for the Puno Quechua language is not formaly described, however there are some resources that can be mentioned. Linguistic resources for Puno Quechua, as cataloged by Glottolog puno1238, are predominantly from the 1963–1993 period, with limited publications post-2005. These materials offer critical insights into the Puno Quechua language's grammatical framework. Like all Quechua languages, Puno Quechua forms words by sequentially adding suffixes to a root and follows a Subject-Object-Verb (SOV) word order.
There follows a randomly selected sample of five sentences from the corpus.
Chayqa mana pantay hampin.
P'ukuykita apakamuy.
Dumitila ¿Kay rawk'anata munanki?
Kukaq raphiqa, uyantaq yana q'umir, ukhuntaq yuraq q'umir.
Taytay wasinta musuqyachin
The sentences were created by native speakers, whose uploaded the sentences into Common Voice.
| Source | Sentences |
|---|---|
| Elwin Huaman | 1,671 (80.8%) |
| Jorge Huaman Quispe | 394 (19.1%) |
| Other | 2 (0.1%) |
The domain of the sentences are under:
General
Agriculture and Food
Nature and Environment
| Code | Domain | Clips | Speakers |
|---|---|---|---|
| general | General | 19,798 (78.0%) | 80 (98.8%) |
| agriculture_food | Agriculture and Food | 25,257 (99.5%) | 81 (100.0%) |
| automotive_transport | Automotive and Transport | - | - |
| finance | Finance | 111 (0.4%) | 31 (38.3%) |
| service_retail | Service and Retail | - | - |
| healthcare | Healthcare | 19,834 (78.1%) | 81 (100.0%) |
| history_law_government | History, Law and Government | 1,342 (5.3%) | 61 (75.3%) |
| media_entertainment | Media and Entertainment | - | - |
| nature_environment | Nature and Environment | 9,752 (38.4%) | 77 (95.1%) |
| news_current_affairs | News and Current Affairs | 161 (0.6%) | 42 (51.9%) |
| technology_robotics | Technology and Robotics | - | - |
| language_fundamentals | Language Fundamentals | - | - |
Each row of a tsv file represents a single audio clip, and contains the following information:
client_id - hashed UUID of a given user
path - relative path of the audio file
text - supposed transcription of the audio
up_votes - number of people who said audio matches the text
down_votes - number of people who said audio does not match text
age - age of the speaker1
gender - gender of the speaker1
accents - accents of the speaker1
variant - variant of the language1
segment - if sentence belongs to a custom dataset segment, it will be listed here
prompt_upvotes - number of upvotes the sentence prompt received
prompt_reports - number of reports the sentence prompt received
is_edited - whether the clip's transcription has been edited
validated_sentences.tsvThe validated_sentences.tsv file contains one row per validated sentence in the text corpus:
sentence_id - unique identifier for the sentence
sentence - the sentence text
variant - the variant of the language
sentence_domain - the domain(s) the sentence belongs to
source - the source the sentence was collected from
is_used - whether the sentence is still in circulation for recording
clips_count - number of clips recorded for this sentence
unvalidated_sentences.tsvThe unvalidated_sentences.tsv file contains one row per unvalidated sentence in the text corpus:
sentence_id - unique identifier for the sentence
sentence - the sentence text
variant - the variant of the language
sentence_domain - the domain(s) the sentence belongs to
source - the source the sentence was collected from
up_votes - number of upvotes the sentence received
down_votes - number of downvotes the sentence received
status - current status of the sentence (pending or rejected)
Elwin Huaman
If you use this data in your research, please cite the following paper:
@inproceedings{HuamanHHQ25,
author = {Elwin Huaman and
Jorge Luis Huaman and
Wendi Huaman and
Ninfa Quispe},
title = {Quechua Speech Datasets in Common Voice: The Case of Puno Quechua},
booktitle = {Information Management and Big Data - 12th Annual International Conference, SIMBig 2025, Lima, Peru, October 29-31, 2025, Proceedings},
series = {Communications in Computer and Information Science},
publisher = {Springer},
year = {2025},
}
This dataset was partially funded by the Open Multilingual Speech Fund managed by Mozilla Common Voice.
This dataset is released under the Creative Commons Zero (CC-0) licence. By downloading this data you agree to not determine the identity of speakers in the dataset.
For a full list of age, gender, and accent options, see the demographics spec. These will only be reported if the speaker opted in to provide that information. ↩ ↩2 ↩3 ↩4