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.

SotA/Audio/Speech Recognition/CHiME real

Speech Recognition on CHiME real

Metric: Percentage error (lower is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#Model↕Percentage error▲Extra DataPaperDate↕Code
1Distortion-Independent + WRBN + Utterance-Wise Recurrent Dropout + Magnitude Features7.8Yes---
2HMM-TDNN(LFMMI) + LSTMLM 11.4NoBuilding state-of-the-art distant speech recogni...2018-03-27-
3Li-GRU14.6NoThe PyTorch-Kaldi Speech Recognition Toolkit2018-11-19Code
4Deep Speech 221.79NoDeep Speech 2: End-to-End Speech Recognition in ...2015-12-08Code
5CNN + Bi-RNN + CTC (speech to letters)67.94NoDeep Speech: Scaling up end-to-end speech recogn...2014-12-17Code