Persian Kaldi profile for Rhasspy built from open speech data

Overview

Persian Kaldi Profile

A Rhasspy profile for Persian (fa).

Installation

Get started by first installing Vosk:

# Create virtual environment
python3 -m venv .venv
source .venv/bin/activate
pip3 install --upgrade pip
pip3 install --upgrade wheel setuptools

# Install Vosk
pip3 install vosk

Next, download the model and extract it:

wget 'https://github.com/rhasspy/fa_kaldi-rhasspy/releases/download/v1.0/vosk-model-small-fa-rhasspy-0.15.zip'
unzip vosk-model-small-fa-rhasspy-0.15.zip

Finally, run the transcribe.py Python program with the model and an audio file:

python3 transcribe.py vosk-model-small-fa-rhasspy-0.15 welcome.wav

{"result": [{"conf": 1.0, "end": 0.48, "start": 0.06, "word": "خوش"}, {"conf": 1.0, "end": 1.11, "start": 0.48, "word": "آمدید"}], "text": "خوش آمدید"}

For each audio file given to transcribe.py, a line of JSON will be printed in the output with the transcription details.

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Comments
  •  PySoundFile failed. Trying audioread instead.

    PySoundFile failed. Trying audioread instead.

    I just tried to run this command: python3 transcribe.py vosk-model-small-fa-rhasspy-0.15 MyFile.mp3

    and got this error:

    /your/path/.venv/lib/python3.9/site-packages/librosa/util/decorators.py:88: UserWarning: PySoundFile failed. Trying audioread instead.
      return f(*args, **kwargs)  
    

    Thank you so much

    opened by GameO7er 1
  • ModuleNotFoundError: No module named 'librosa'

    ModuleNotFoundError: No module named 'librosa'

    I got this error when I just did follow your instruction in the Readme.md line by line. So I thought maybe this help others for running the script successfully.

    Traceback (most recent call last):
      File "/home/gameover/Projects/Python/Rhaspy/transcribe.py", line 8, in <module>
        import librosa
    ModuleNotFoundError: No module named 'librosa'
    

    Thank you so much.

    opened by GameO7er 1
  • ModuleNotFoundError: No module named 'numpy'

    ModuleNotFoundError: No module named 'numpy'

    I got this error when I just did follow your instruction in the Readme.md line by line. So I thought maybe this help others for running the script successfully.

    Traceback (most recent call last):
      File "/home/gameover/Projects/Python/Rhaspy/transcribe.py", line 8, in <module>
        import librosa
    ModuleNotFoundError: No module named 'numpy'
    

    Thank you so much.

    opened by GameO7er 1
  • Error using recipes

    Error using recipes

    Hello, Thanks for you great work for sharing this useful repo. I tried to use your recipes to train Persian data. In run.sh file, an error ocurred while adapting lm.arpa and creating G.fst:

    creating G.fst...
    arpa2fst -
    LOG (arpa2fst[5.5.0~1-2b62]:Read():arpa-file-parser.cc:94) Reading \data\ section.
    LOG (arpa2fst[5.5.0~1-2b62]:Read():arpa-file-parser.cc:149) Reading \1-grams: section.
    LOG (arpa2fst[5.5.0~1-2b62]:Read():arpa-file-parser.cc:149) Reading \2-grams: section.
    LOG (arpa2fst[5.5.0~1-2b62]:Read():arpa-file-parser.cc:149) Reading \3-grams: section.
    FATAL: FstCompiler: Bad number of columns, source = standard input, line = 28129
    ERROR: FstHeader::Read: Bad FST header: standard input
    

    full run.sh output is:

    Runtime configuration is: nJobs 12, nDecodeJobs 12. If this is not what you want, edit cmd.sh
    Starting at stage 0, train_stage -10
    
    Prepare phoneme data for Kaldi
    
    utils/prepare_lang.sh data/local/dict <unk> data/local/lang data/lang
    Checking data/local/dict/silence_phones.txt ...
    --> reading data/local/dict/silence_phones.txt
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> data/local/dict/silence_phones.txt is OK
    
    Checking data/local/dict/optional_silence.txt ...
    --> reading data/local/dict/optional_silence.txt
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> data/local/dict/optional_silence.txt is OK
    
    Checking data/local/dict/nonsilence_phones.txt ...
    --> reading data/local/dict/nonsilence_phones.txt
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> data/local/dict/nonsilence_phones.txt is OK
    
    Checking disjoint: silence_phones.txt, nonsilence_phones.txt
    --> disjoint property is OK.
    
    Checking data/local/dict/lexicon.txt
    --> reading data/local/dict/lexicon.txt
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> data/local/dict/lexicon.txt is OK
    
    Checking data/local/dict/extra_questions.txt ...
    --> reading data/local/dict/extra_questions.txt
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> data/local/dict/extra_questions.txt is OK
    --> SUCCESS [validating dictionary directory data/local/dict]
    
    **Creating data/local/dict/lexiconp.txt from data/local/dict/lexicon.txt
    fstaddselfloops data/lang/phones/wdisambig_phones.int data/lang/phones/wdisambig_words.int
    prepare_lang.sh: validating output directory
    utils/validate_lang.pl data/lang
    Checking existence of separator file
    separator file data/lang/subword_separator.txt is empty or does not exist, deal in word case.
    Checking data/lang/phones.txt ...
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> data/lang/phones.txt is OK
    
    Checking words.txt: #0 ...
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> data/lang/words.txt is OK
    
    Checking disjoint: silence.txt, nonsilence.txt, disambig.txt ...
    --> silence.txt and nonsilence.txt are disjoint
    --> silence.txt and disambig.txt are disjoint
    --> disambig.txt and nonsilence.txt are disjoint
    --> disjoint property is OK
    
    Checking sumation: silence.txt, nonsilence.txt, disambig.txt ...
    --> found no unexplainable phones in phones.txt
    
    Checking data/lang/phones/context_indep.{txt, int, csl} ...
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> 15 entry/entries in data/lang/phones/context_indep.txt
    --> data/lang/phones/context_indep.int corresponds to data/lang/phones/context_indep.txt
    --> data/lang/phones/context_indep.csl corresponds to data/lang/phones/context_indep.txt
    --> data/lang/phones/context_indep.{txt, int, csl} are OK
    
    Checking data/lang/phones/nonsilence.{txt, int, csl} ...
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> 116 entry/entries in data/lang/phones/nonsilence.txt
    --> data/lang/phones/nonsilence.int corresponds to data/lang/phones/nonsilence.txt
    --> data/lang/phones/nonsilence.csl corresponds to data/lang/phones/nonsilence.txt
    --> data/lang/phones/nonsilence.{txt, int, csl} are OK
    
    Checking data/lang/phones/silence.{txt, int, csl} ...
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> 15 entry/entries in data/lang/phones/silence.txt
    --> data/lang/phones/silence.int corresponds to data/lang/phones/silence.txt
    --> data/lang/phones/silence.csl corresponds to data/lang/phones/silence.txt
    --> data/lang/phones/silence.{txt, int, csl} are OK
    
    Checking data/lang/phones/optional_silence.{txt, int, csl} ...
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> 1 entry/entries in data/lang/phones/optional_silence.txt
    --> data/lang/phones/optional_silence.int corresponds to data/lang/phones/optional_silence.txt
    --> data/lang/phones/optional_silence.csl corresponds to data/lang/phones/optional_silence.txt
    --> data/lang/phones/optional_silence.{txt, int, csl} are OK
    
    Checking data/lang/phones/disambig.{txt, int, csl} ...
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> 14 entry/entries in data/lang/phones/disambig.txt
    --> data/lang/phones/disambig.int corresponds to data/lang/phones/disambig.txt
    --> data/lang/phones/disambig.csl corresponds to data/lang/phones/disambig.txt
    --> data/lang/phones/disambig.{txt, int, csl} are OK
    
    Checking data/lang/phones/roots.{txt, int} ...
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> 32 entry/entries in data/lang/phones/roots.txt
    --> data/lang/phones/roots.int corresponds to data/lang/phones/roots.txt
    --> data/lang/phones/roots.{txt, int} are OK
    
    Checking data/lang/phones/sets.{txt, int} ...
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> 32 entry/entries in data/lang/phones/sets.txt
    --> data/lang/phones/sets.int corresponds to data/lang/phones/sets.txt
    --> data/lang/phones/sets.{txt, int} are OK
    
    Checking data/lang/phones/extra_questions.{txt, int} ...
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> 11 entry/entries in data/lang/phones/extra_questions.txt
    --> data/lang/phones/extra_questions.int corresponds to data/lang/phones/extra_questions.txt
    --> data/lang/phones/extra_questions.{txt, int} are OK
    
    Checking data/lang/phones/word_boundary.{txt, int} ...
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> 131 entry/entries in data/lang/phones/word_boundary.txt
    --> data/lang/phones/word_boundary.int corresponds to data/lang/phones/word_boundary.txt
    --> data/lang/phones/word_boundary.{txt, int} are OK
    
    Checking optional_silence.txt ...
    --> reading data/lang/phones/optional_silence.txt
    --> data/lang/phones/optional_silence.txt is OK
    
    Checking disambiguation symbols: #0 and #1
    --> data/lang/phones/disambig.txt has "#0" and "#1"
    --> data/lang/phones/disambig.txt is OK
    
    Checking topo ...
    
    Checking word_boundary.txt: silence.txt, nonsilence.txt, disambig.txt ...
    --> data/lang/phones/word_boundary.txt doesn't include disambiguation symbols
    --> data/lang/phones/word_boundary.txt is the union of nonsilence.txt and silence.txt
    --> data/lang/phones/word_boundary.txt is OK
    
    Checking word-level disambiguation symbols...
    --> data/lang/phones/wdisambig.txt exists (newer prepare_lang.sh)
    Checking word_boundary.int and disambig.int
    --> generating a 35 word/subword sequence
    --> resulting phone sequence from L.fst corresponds to the word sequence
    --> L.fst is OK
    --> generating a 45 word/subword sequence
    --> resulting phone sequence from L_disambig.fst corresponds to the word sequence
    --> L_disambig.fst is OK
    
    Checking data/lang/oov.{txt, int} ...
    --> text seems to be UTF-8 or ASCII, checking whitespaces
    --> text contains only allowed whitespaces
    --> 1 entry/entries in data/lang/oov.txt
    --> data/lang/oov.int corresponds to data/lang/oov.txt
    --> data/lang/oov.{txt, int} are OK
    
    --> data/lang/L.fst is olabel sorted
    --> data/lang/L_disambig.fst is olabel sorted
    --> SUCCESS [validating lang directory data/lang]
    
    adapt our LM for kaldi...
    
    
    creating G.fst...
    arpa2fst -
    LOG (arpa2fst[5.5.0~1-2b62]:Read():arpa-file-parser.cc:94) Reading \data\ section.
    LOG (arpa2fst[5.5.0~1-2b62]:Read():arpa-file-parser.cc:149) Reading \1-grams: section.
    LOG (arpa2fst[5.5.0~1-2b62]:Read():arpa-file-parser.cc:149) Reading \2-grams: section.
    LOG (arpa2fst[5.5.0~1-2b62]:Read():arpa-file-parser.cc:149) Reading \3-grams: section.
    FATAL: FstCompiler: Bad number of columns, source = standard input, line = 28129
    ERROR: FstHeader::Read: Bad FST header: standard input
    
    make mfcc
    
    fix_data_dir.sh: kept all 12394 utterances.
    fix_data_dir.sh: old files are kept in data/train/.backup
    mkdir: cannot create directory 'data/train/wav.scp': File exists
    steps/make_mfcc.sh --cmd utils/run.pl --nj 12 data/train exp/make_mfcc_chain/train mfcc_chain
    utils/validate_data_dir.sh: Successfully validated data-directory data/train
    steps/make_mfcc.sh: [info]: no segments file exists: assuming wav.scp indexed by utterance.
    

    can you please help me fix this issue? thanks

    opened by MahdiEsrafili 0
Owner
Rhasspy
Offline voice assistant
Rhasspy
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