Paper | Code | Test WER | ModelName | ReleaseDate |
---|---|---|---|---|
Automatic Speech Recognition in German: A Detailed Error Analysis | 5.82% | Conformer-Transducer (no LM) | 2022-08-03 | |
Improved Open Source Automatic Subtitling for Lecture Videos | ✓ Link | 6.93% | TDNN-HMM hybrid, FST (with RNNLM rescoring) | |
Scribosermo: Fast Speech-to-Text models for German and other Languages | ✓ Link | 10.2% | QuartzNet15x5DE (D37) | 2021-10-15 |
IMS-Speech: A Speech to Text Tool | 12.0% | IMS-Speech | 2019-08-13 | |
CTC-Segmentation of Large Corpora for German End-to-end Speech Recognition | ✓ Link | 12.8% | Hybrid CTC/Attention | 2020-07-17 |
Open Source Automatic Speech Recognition for German | ✓ Link | 14.4% | Kaldi | 2018-07-26 |
[]() | 18.6% | DeepSpeech-Polyglot | ||
Open Source German Distant Speech Recognition: Corpus and Acoustic Model | ✓ Link | 20.5% | Kaldi | 2015-12-11 |
Open Source German Distant Speech Recognition: Corpus and Acoustic Model | ✓ Link | 39.6% | PocketSphinx | 2015-12-11 |