{"url":"/dataset/voxforge","name":"VoxForge","full_name":"VoxForge","description_markdown":"**VoxForge** is an open speech dataset that was set up to collect transcribed speech for use with Free and Open Source Speech Recognition Engines (on Linux, Windows and Mac).\nImage Source: [http://www.voxforge.org/home](http://www.voxforge.org/home)","description_withheld":null,"homepage":"http://www.voxforge.org/home","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"},{"name":"Audio","url":"/datasets/modality/audio"},{"name":"Speech","url":"/datasets/modality/speech"}],"tasks":[{"name":"Accented Speech Recognition","url":"/task/accented-speech-recognition","datasets_with_task":"/datasets/task/accented-speech-recognition"},{"name":"Keyword Spotting","url":"/task/keyword-spotting","datasets_with_task":"/datasets/task/keyword-spotting"},{"name":"Spoken language identification","url":"/task/spoken-language-identification","datasets_with_task":"/datasets/task/spoken-language-identification"},{"name":"Language Identification","url":"/task/language-identification","datasets_with_task":"/datasets/task/language-identification"}],"languages":[{"name":"English","url":"/datasets/language/english"},{"name":"French","url":"/datasets/language/french"},{"name":"Spanish","url":"/datasets/language/spanish"},{"name":"German","url":"/datasets/language/german"},{"name":"Italian","url":"/datasets/language/italian"},{"name":"Japanese","url":"/datasets/language/japanese"},{"name":"Russian","url":"/datasets/language/russian"}],"variants":["VoxForge American-Canadian","VoxForge Commonwealth","VoxForge European","VoxForge Indian","VoxForge"],"data_loaders":[{"repo":"https://github.com/tensorflow/datasets","url":"https://www.tensorflow.org/datasets/catalog/voxforge","frameworks":["tf","jax"]}],"num_papers_in_archive":11,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/spoken-language-identification-on-voxforge-1","task":"Spoken language identification","dataset_variant":"VoxForge European","rows":5,"metrics":["Accuracy (%)"],"first_row_in_archive_order":{"model":"2D ConvNet(MixUp=YES)","paper":"/paper/spoken-language-identification-using-convnets","metrics":{"Accuracy (%)":"96.3"},"code_links":[]},"note":"rows are the archive's own order at snapshot; 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nothing here re-ranks them"},{"leaderboard":"/sota/keyword-spotting-on-voxforge","task":"Keyword Spotting","dataset_variant":"VoxForge","rows":2,"metrics":["Accuracy (%)"],"first_row_in_archive_order":{"model":"1D-ConvNet","paper":"/paper/spoken-language-identification-using-convnets","metrics":{"Accuracy (%)":"93.7"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/language-identification-on-voxforge","task":"Language Identification","dataset_variant":"VoxForge","rows":1,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"ConformerG-P","paper":"/paper/bigssl-exploring-the-frontier-of-large-scale","metrics":{"Accuracy":"99.8"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/efficientleaf-a-faster-learnable-audio","title":"EfficientLEAF: A Faster LEarnable Audio Frontend of Questionable Use","date":"2022-07-12","rows_on_this_dataset":3,"code_links":1,"syntology":null},{"paper":"/paper/bigssl-exploring-the-frontier-of-large-scale","title":"BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition","date":"2021-09-27","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/spoken-language-identification-using-convnets","title":"Spoken Language Identification using ConvNets","date":"2019-10-09","rows_on_this_dataset":11,"code_links":0,"syntology":null},{"paper":"/paper/deep-speech-2-end-to-end-speech-recognition","title":"Deep Speech 2: End-to-End Speech Recognition in English and Mandarin","date":"2015-12-08","rows_on_this_dataset":4,"code_links":35,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":39,"samples_ran":2,"samples_unverified":37,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; 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