The model takes 16kHz sound input, and uses a Wav2Vec2ForCTC decoder with 48 letters to output the letter-transcription probabilities per frame.
To improve accuracy, a beam-search decoder based on
pyctcdecode
is then used; it reranks the most promising alignments based on a 5-gram language model trained on the Open Subtitles Dutch 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-2b-nl-v2_lm-5gram-os on huggingface.co
21
Total runs
0
24-hour runs
-2
3-day runs
12
7-day runs
17
30-day runs
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