https://github.com/harvard-edge/multilingual_kws

Few-shot Keyword Spotting in Any Language and Multilingual Spoken Word Corpus
https://github.com/harvard-edge/multilingual_kws

few-shot-learning keyword-search keyword-spotting kws query-by-example speech-recognition wake-word-detection

Last synced: about 1 month ago
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Few-shot Keyword Spotting in Any Language and Multilingual Spoken Word Corpus

• Host: GitHub
• URL: https://github.com/harvard-edge/multilingual_kws
• Owner: harvard-edge
• Created: 2020-04-26T23:21:32.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2024-07-05T15:05:43.000Z (2 months ago)
• Last Synced: 2024-07-05T20:06:46.098Z (2 months ago)
• Topics: few-shot-learning, keyword-search, keyword-spotting, kws, query-by-example, speech-recognition, wake-word-detection
• Language: Jupyter Notebook
• Homepage:
• Size: 20.6 MB
• Stars: 153
• Watchers: 16
• Forks: 35
• Open Issues: 21
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-keyword-spotting - Github: Few-Shot Keyword Spotting in Any Language

README

        
This is the repository for the following papers:

* [Few-Shot Keyword Spotting in Any Language](https://www.isca-speech.org/archive/pdfs/interspeech_2021/mazumder21_interspeech.pdf), Interspeech 2021

* [Multilingual Spoken Words Corpus](https://openreview.net/pdf?id=c20jiJ5K2H), NeurIPS 2021 Datasets and Benchmarks Track

# Introductory Colab Tutorial

Launch [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:



# Download the Multilingual Spoken Words Corpus

Our full dataset is available at https://mlcommons.org/words

# Videos

[[`Few-Shot Keyword Spotting in Any Language: youtube video overview`](https://www.youtube.com/watch?v=1JRlJoEhYxE)]

[![](images/interspeech21_multilingual_kws.png)](https://www.youtube.com/watch?v=1JRlJoEhYxE)

[[`Multilingual Spoken Words Corpus: youtube video overview`](https://www.youtube.com/watch?v=eGPCwnRtRng)]

[![](images/neurips21_mswc.png)](https://www.youtube.com/watch?v=eGPCwnRtRng)

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Additional documentation coming soon!