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Models/Snips

Snips

Reported on 11 benchmarks across 4 tasks · 2 papers · 9 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
    68.7
    best: 87.9 (Finstreder (Conformer, character-based))
    SOTA
    Spoken Language Understanding on the EdgearXiv:1810.12735
  • DialogueonSnips-SmartSpeaker
    Accuracy-FR (%)· 2018-10-30
    75.1
    best: 86.5 (Finstreder (Conformer, character-based))
    SOTA
    Spoken Language Understanding on the EdgearXiv:1810.12735
  • DialogueonSnips-SmartLights
    Accuracy (%)· 2018-10-30
    84.2
    best: 89 (Finstreder (Conformer, character-based))
    SOTA
    Spoken Language Understanding on the EdgearXiv:1810.12735
  • Spoken Language UnderstandingonSnips-SmartSpeaker
    Accuracy-EN (%)· 2018-10-30
    68.7
    best: 87.9 (Finstreder (Conformer, character-based))
    SOTA
    Spoken Language Understanding on the EdgearXiv:1810.12735
  • Spoken Language UnderstandingonSnips-SmartSpeaker
    Accuracy-FR (%)· 2018-10-30
    75.1
    best: 86.5 (Finstreder (Conformer, character-based))
    SOTA
    Spoken Language Understanding on the EdgearXiv:1810.12735
  • Spoken Language UnderstandingonSnips-SmartLights
    Accuracy (%)· 2018-10-30
    84.2
    best: 89 (Finstreder (Conformer, character-based))
    SOTA
    Spoken Language Understanding on the EdgearXiv:1810.12735

Natural Language Processing3 results

  • Dialogue UnderstandingonSnips-SmartSpeaker
    Accuracy-EN (%)· 2018-10-30
    68.7
    best: 87.9 (Finstreder (Conformer, character-based))
    SOTA
    Spoken Language Understanding on the EdgearXiv:1810.12735
  • Dialogue UnderstandingonSnips-SmartSpeaker
    Accuracy-FR (%)· 2018-10-30
    75.1
    best: 86.5 (Finstreder (Conformer, character-based))
    SOTA
    Spoken Language Understanding on the EdgearXiv:1810.12735
  • Dialogue UnderstandingonSnips-SmartLights
    Accuracy (%)· 2018-10-30
    84.2
    best: 89 (Finstreder (Conformer, character-based))
    SOTA
    Spoken Language Understanding on the EdgearXiv:1810.12735

Audio2 results

  • Speech RecognitiononLibriSpeech test-clean
    Word Error Rate (WER)· 2018-05-25
    6.4
    best: 0.985 (United Med ASR)
    Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfacesarXiv:1805.10190
  • Speech RecognitiononLibriSpeech test-other
    Word Error Rate (WER)· 2018-05-25
    16.5
    best: 2.48 (SAMBA ASR)
    Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfacesarXiv:1805.10190