TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/Deep Speech

Deep Speech

Reported on 9 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Audio9 results

  • Speech RecognitiononVoxForge European
    Percentage error· 2014-12-17
    31.2
    best: 17.55 (Deep Speech 2)
    SOTA
    Deep Speech: Scaling up end-to-end speech recognitionarXiv:1412.5567
  • Speech RecognitiononVoxForge American-Canadian
    Percentage error· 2014-12-17
    15.01
    best: 7.55 (Deep Speech 2)
    SOTA
    Deep Speech: Scaling up end-to-end speech recognitionarXiv:1412.5567
  • Speech RecognitiononVoxForge Indian
    Percentage error· 2014-12-17
    45.35
    best: 22.44 (Deep Speech 2)
    SOTA
    Deep Speech: Scaling up end-to-end speech recognitionarXiv:1412.5567
  • Speech RecognitiononVoxForge Commonwealth
    Percentage error· 2014-12-17
    28.46
    best: 13.56 (Deep Speech 2)
    SOTA
    Deep Speech: Scaling up end-to-end speech recognitionarXiv:1412.5567
  • Accented Speech RecognitiononVoxForge European
    Percentage error· 2014-12-17
    31.2
    best: 17.55 (Deep Speech 2)
    SOTA
    Deep Speech: Scaling up end-to-end speech recognitionarXiv:1412.5567
  • Accented Speech RecognitiononVoxForge American-Canadian
    Percentage error· 2014-12-17
    15.01
    best: 7.55 (Deep Speech 2)
    SOTA
    Deep Speech: Scaling up end-to-end speech recognitionarXiv:1412.5567
  • Accented Speech RecognitiononVoxForge Indian
    Percentage error· 2014-12-17
    45.35
    best: 22.44 (Deep Speech 2)
    SOTA
    Deep Speech: Scaling up end-to-end speech recognitionarXiv:1412.5567
  • Accented Speech RecognitiononVoxForge Commonwealth
    Percentage error· 2014-12-17
    28.46
    best: 13.56 (Deep Speech 2)
    SOTA
    Deep Speech: Scaling up end-to-end speech recognitionarXiv:1412.5567
  • Speech RecognitiononSwitchboard + Hub500
    Percentage error· 2014-12-17
    20
    best: 4.3 (IBM (LSTM+Conformer encoder-decoder))
    Deep Speech: Scaling up end-to-end speech recognitionarXiv:1412.5567