Dataset Open Access
Ganesh Sinisetty; Pavlo Ruban; Oleksandr Dymov; Mirco Ravanelli
CommonLanguage Dataset This dataset is composed of speech recordings from of languages that were carefully selected from the CommonVoice database. The total duration of audio recordings is 45.1 hours (i.e., 1 hour of material for each language). The dataset is already balanced and split into train, dev (validation) and test sets. The dataset has been extracted from CommonVoice to train easily language-id systems. The baselines for language-id are available in the SpeechBrain toolkit (see recipes/CommonLanguage): https://github.com/speechbrain/speechbrain Statistics of CommonLanguage: | Name | Train | Dev | Test | |:---------------------------------:|:------:|:------:|:-----:| | **# of utterances** | 177552 | 47104 | 47704 | | **# unique speakers** | 11189 | 1297 | 1322 | | **Total duration, hr** | 30.04 | 7.53 | 7.53 | | **Min duration, sec** | 0.86 | 0.98 | 0.89 | | **Mean duration, sec** | 4.87 | 4.61 | 4.55 | | **Max duration, sec** | 21.72 | 105.67 | 29.83 | | **Duration per language, min** | ~40 | ~10 | ~10 | ## List of languages: * Arabic * Basque * Breton * Catalan * Chinese_China * Chinese_Hongkong * Chinese_Taiwan * Chuvash * Czech * Dhivehi * Dutch * English * Esperanto * Estonian * French * Frisian * Georgian * German * Greek * Hakha_Chin * Indonesian * Interlingua * Italian * Japanese * Kabyle * Kinyarwanda * Kyrgyz * Latvian * Maltese * Mangolian * Persian * Polish * Portuguese * Romanian * Romansh_Sursilvan * Russian * Sakha * Slovenian * Spanish * Swedish * Tamil * Tatar * Turkish * Ukranian * Welsh ## Other information In addition to the language label, the datapoints have `age`, `gender` and `utterance transcription` associated with each utterance.
Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju-Chieh Chou and Sung-Lin Yeh and Szu-Wei Fu and Chien-Feng Liao and Elena Rastorgueva and François Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio, "SpeechBrain: A General-Purpose Speech Toolkit", 2021, arXiv