{"id":13537570,"url":"https://github.com/harvard-edge/multilingual_kws","last_synced_at":"2026-01-18T04:10:21.691Z","repository":{"id":38785077,"uuid":"259154213","full_name":"harvard-edge/multilingual_kws","owner":"harvard-edge","description":"Few-shot Keyword Spotting in Any Language and Multilingual Spoken Word Corpus","archived":false,"fork":false,"pushed_at":"2024-12-06T17:43:19.000Z","size":21621,"stargazers_count":170,"open_issues_count":21,"forks_count":38,"subscribers_count":15,"default_branch":"main","last_synced_at":"2025-04-02T04:35:37.607Z","etag":null,"topics":["few-shot-learning","keyword-search","keyword-spotting","kws","query-by-example","speech-recognition","wake-word-detection"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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Notebook","funding_links":[],"categories":["OpenSource Code"],"sub_categories":["Others"],"readme":"This is the repository for the following papers:\n* [Few-Shot Keyword Spotting in Any Language](https://www.isca-speech.org/archive/pdfs/interspeech_2021/mazumder21_interspeech.pdf), Interspeech 2021\n* [Multilingual Spoken Words Corpus](https://openreview.net/pdf?id=c20jiJ5K2H), NeurIPS 2021 Datasets and Benchmarks Track\n\n\n# Introductory Colab Tutorial\n\nLaunch [our introductory tutorial on Google Colab](https://colab.research.google.com/github/harvard-edge/multilingual_kws/blob/main/multilingual_kws_intro_tutorial.ipynb) to explore our dataset and train a few-shot keyword-spotting model:\n\n\u003ca href=\"https://colab.research.google.com/github/harvard-edge/multilingual_kws/blob/main/multilingual_kws_intro_tutorial.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" alt=\"https://colab.research.google.com/github/harvard-edge/multilingual_kws/blob/main/multilingual_kws_intro_tutorial.ipynb\"\u003e\u003c/a\u003e\n\n# Download the Multilingual Spoken Words Corpus\n\nOur full dataset is available at https://mlcommons.org/words\n\n# Videos\n\n[[`Few-Shot Keyword Spotting in Any Language: youtube video overview`](https://www.youtube.com/watch?v=1JRlJoEhYxE)]\n\n[![](images/interspeech21_multilingual_kws.png)](https://www.youtube.com/watch?v=1JRlJoEhYxE)\n\n[[`Multilingual Spoken Words Corpus: youtube video overview`](https://www.youtube.com/watch?v=eGPCwnRtRng)]\n\n[![](images/neurips21_mswc.png)](https://www.youtube.com/watch?v=eGPCwnRtRng)\n\n---\nAdditional documentation coming soon!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fharvard-edge%2Fmultilingual_kws","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fharvard-edge%2Fmultilingual_kws","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fharvard-edge%2Fmultilingual_kws/lists"}