XLS-R-based CTC model with 5-gram language model from Common Voice
This model is a version of
facebook/wav2vec2-xls-r-2b-22-to-16
fine-tuned mainly on the MOZILLA-FOUNDATION/COMMON_VOICE_8_0 - NL dataset (see details below), on which a small 5-gram language model is added based on the Common Voice training corpus. This model achieves the following results on the evaluation set (of Common Voice 8.0):
Wer: 0.0669
Cer: 0.0197
Model description
The model takes 16kHz sound input, and uses a Wav2Vec2ForCTC decoder with 48 letters to output the final result.
To improve accuracy, a beam decoder is used; the beams are scored based on 5-gram language model trained on the Common Voice 8 corpus.
Intended uses & limitations
This model can be used to transcribe Dutch or Flemish spoken dutch to text (without punctuation).
Runs of FremyCompany xls-r-nl-v1-cv8-lm on huggingface.co
19
Total runs
0
24-hour runs
-1
3-day runs
-6
7-day runs
9
30-day runs
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