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Models/Google

Google

Reported on 13 benchmarks across 4 tasks · 2 papers · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Speech6 results

  • DialogueonSnips-SmartSpeaker
    Accuracy-EN (%)· 2018-10-30
    47.8
    best: 87.9 (Finstreder (Conformer, character-based))
    Spoken Language Understanding on the EdgearXiv:1810.12735
  • DialogueonSnips-SmartSpeaker
    Accuracy-FR (%)· 2018-10-30
    42.3
    best: 86.5 (Finstreder (Conformer, character-based))
    Spoken Language Understanding on the EdgearXiv:1810.12735
  • DialogueonSnips-SmartLights
    Accuracy (%)· 2018-10-30
    79.3
    best: 89 (Finstreder (Conformer, character-based))
    Spoken Language Understanding on the EdgearXiv:1810.12735
  • Spoken Language UnderstandingonSnips-SmartSpeaker
    Accuracy-EN (%)· 2018-10-30
    47.8
    best: 87.9 (Finstreder (Conformer, character-based))
    Spoken Language Understanding on the EdgearXiv:1810.12735
  • Spoken Language UnderstandingonSnips-SmartSpeaker
    Accuracy-FR (%)· 2018-10-30
    42.3
    best: 86.5 (Finstreder (Conformer, character-based))
    Spoken Language Understanding on the EdgearXiv:1810.12735
  • Spoken Language UnderstandingonSnips-SmartLights
    Accuracy (%)· 2018-10-30
    79.3
    best: 89 (Finstreder (Conformer, character-based))
    Spoken Language Understanding on the EdgearXiv:1810.12735

Audio4 results

  • Speech RecognitiononMediaSpeech
    WER for Arabic· 2021-03-30
    0.4464
    best: 0.13 (Quartznet)
    SOTA
    MediaSpeech: Multilanguage ASR Benchmark and DatasetarXiv:2103.16193
  • Speech RecognitiononMediaSpeech
    WER for French· 2021-03-30
    0.2385
    best: 0.1683 (Azure)
    SOTA
    MediaSpeech: Multilanguage ASR Benchmark and DatasetarXiv:2103.16193
  • Speech RecognitiononMediaSpeech
    WER for Spanish· 2021-03-30
    0.2176
    best: 0.0879 (Wit)
    SOTA
    MediaSpeech: Multilanguage ASR Benchmark and DatasetarXiv:2103.16193
  • Speech RecognitiononMediaSpeech
    WER for Turkish· 2021-03-30
    0.2707
    best: 0.0768 (Wit)
    SOTA
    MediaSpeech: Multilanguage ASR Benchmark and DatasetarXiv:2103.16193

Natural Language Processing3 results

  • Dialogue UnderstandingonSnips-SmartSpeaker
    Accuracy-EN (%)· 2018-10-30
    47.8
    best: 87.9 (Finstreder (Conformer, character-based))
    Spoken Language Understanding on the EdgearXiv:1810.12735
  • Dialogue UnderstandingonSnips-SmartSpeaker
    Accuracy-FR (%)· 2018-10-30
    42.3
    best: 86.5 (Finstreder (Conformer, character-based))
    Spoken Language Understanding on the EdgearXiv:1810.12735
  • Dialogue UnderstandingonSnips-SmartLights
    Accuracy (%)· 2018-10-30
    79.3
    best: 89 (Finstreder (Conformer, character-based))
    Spoken Language Understanding on the EdgearXiv:1810.12735