<commit_before># WHAT IT IS


GStreamer plugin that wraps Kaldi's SingleUtteranceNnet2Decoder. It requires iVector-adapted
DNN acoustic models. The iVectors are adapted to the current audio stream automatically.

# CHANGELOG
2017-06-05: Now works with Kaldi 5.2 (i.e., the latest), also requires it. Decoder now also
sets test mode for dropout and batch norm layers, and uses more memory-efficient 
FST representation for reading the decode graph (HCLG.fst). 

2017-02-23: Now works with the latest Kaldi (also requires very fresh Kaldi). This also means
that LSTM nnet3 models (including chain models) are supported (not tested).

2016-10-14: Support for nnet3 (including 'chain') models, thanks to @yifan! Not tested very carefully.
Set the `nnet-mode` property to 3 to use nnet3 models. Note that this property must be set before the other
properties.

2016-06-23: Got rid of the GStreamer property warnings at startup, thanks to @MathieuDuponchelle.<commit_msg>Doc about word confidences<commit_after># WHAT IT IS


GStreamer plugin that wraps Kaldi's SingleUtteranceNnet2Decoder. It requires iVector-adapted
DNN acoustic models. The iVectors are adapted to the current audio stream automatically.

# CHANGELOG
2017-08-09: Implemented word confidences. Set the `do-word-confidences=true` and also set
the `word-boundary-file=dir/word_boundary.int`, since the word confidences will be included
with the word alignment information.

2017-06-05: Now works with Kaldi 5.2 (i.e., the latest), also requires it. Decoder now also
sets test mode for dropout and batch norm layers, and uses more memory-efficient 
FST representation for reading the decode graph (HCLG.fst). 

2017-02-23: Now works with the latest Kaldi (also requires very fresh Kaldi). This also means
that LSTM nnet3 models (including chain models) are supported (not tested).

2016-10-14: Support for nnet3 (including 'chain') models, thanks to @yifan! Not tested very carefully.
Set the `nnet-mode` property to 3 to use nnet3 models. Note that this property must be set before the other
properties.

2016-06-23: Got rid of the GStreamer property warnings at startup, thanks to @MathieuDuponchelle.
{'fraction_non_alphanumeric': 0.0638002773925104, 'fraction_numerical': 0.03975959315765141, 'mean_word_length': 4.679790026246719, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '1609721', 'n_tokens_mistral': 688, 'n_tokens_neox': 608, 'n_words': 300}