Dataset Open Access

Open-Unmix for Speech Enhancement (UMX SE)

Uhlich, Stefan; Mitsufuji, Yuki


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{
  "description": "<p>Weights of Open-Unmix trained on the 28-speaker version of Voicebank+Demand (Sampling rate: 16kHz). The weights can be used with <a href=\"https://github.com/sigsep/open-unmix-nnabla\">open-unmix-nnabla</a> and <a href=\"https://github.com/sigsep/open-unmix-pytorch\">open-unmix-pytorch</a>.</p>", 
  "license": "https://opensource.org/licenses/MIT", 
  "creator": [
    {
      "affiliation": "Sony Europe B.V.", 
      "@type": "Person", 
      "name": "Uhlich, Stefan"
    }, 
    {
      "affiliation": "Sony Corporation", 
      "@type": "Person", 
      "name": "Mitsufuji, Yuki"
    }
  ], 
  "url": "https://zenodo.org/record/3786908", 
  "datePublished": "2020-05-05", 
  "keywords": [
    "Source Separation", 
    "Speech Enhancement", 
    "NNabla", 
    "PyTorch"
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/765b45a3-c70d-48a6-936b-09a7989c349a/noise_04a6fc2d.pth", 
      "encodingFormat": "pth", 
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    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/765b45a3-c70d-48a6-936b-09a7989c349a/noise.onnx", 
      "encodingFormat": "onnx", 
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    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/765b45a3-c70d-48a6-936b-09a7989c349a/speech_f5e0d9f9.pth", 
      "encodingFormat": "pth", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/765b45a3-c70d-48a6-936b-09a7989c349a/speech.onnx", 
      "encodingFormat": "onnx", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/765b45a3-c70d-48a6-936b-09a7989c349a/training_json.zip", 
      "encodingFormat": "zip", 
      "@type": "DataDownload"
    }
  ], 
  "identifier": "https://doi.org/10.5281/zenodo.3786908", 
  "@id": "https://doi.org/10.5281/zenodo.3786908", 
  "@type": "Dataset", 
  "name": "Open-Unmix for Speech Enhancement (UMX SE)"
}
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