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.

You might also like...
Service for working with open data of the State Duma of the Russian Federation
Service for working with open data of the State Duma of the Russian Federation

Сервис для работы с открытыми данными Госдумы РФ Исходные данные из API Госдумы РФ извлекаются с помощью Apache Nifi и приземляются в хранилище Clickh

Driving lessons made simpler. Custom scheduling API built with Python.
Driving lessons made simpler. Custom scheduling API built with Python.

NOTE This is a mirror of a GitLab repository. Dryvo Dryvo is a unique solution for the driving lessons industry. Our aim is to save the teacher’s time

Ikaros is a free financial library built in pure python that can be used to get information for single stocks, generate signals and build prortfolios

Ikaros is a free financial library built in pure python that can be used to get information for single stocks, generate signals and build prortfolios

This repository contains Python Projects for Beginners as well as for Intermediate Developers built by Contributors.
This repository contains Python Projects for Beginners as well as for Intermediate Developers built by Contributors.

Python Projects {Open Source} Introduction The repository was built with a tree-like structure in mind, it contains collections of Python Projects. Mo

Here, I have discuss the three methods of list reversion. The three methods are built-in method, slicing method and position changing method.

Three-different-method-for-list-reversion Here, I have discuss the three methods of list reversion. The three methods are built-in method, slicing met

Dot Browser is a privacy-conscious web browser with smarts built-in for protection against trackers and advertisments online.
Dot Browser is a privacy-conscious web browser with smarts built-in for protection against trackers and advertisments online.

🌍 Take back your privacy with Dot Browser, the privacy-conscious web browser that protects you from being tracked and monitored online.

Built with Python programming language and QT library and Guess the number in three easy, medium and hard rolls
Built with Python programming language and QT library and Guess the number in three easy, medium and hard rolls

guess-the-numbers Built with Python programming language and QT library and Guess the number in three easy, medium and hard rolls Number guessing game

Built with Python programming language and QT library and Guess the number in three easy, medium and hard rolls
Built with Python programming language and QT library and Guess the number in three easy, medium and hard rolls

password-generator Built with Python programming language and QT library and Guess the number in three easy, medium and hard rolls Password generator

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
Weblate is a copylefted libre software web-based continuous localization system

Weblate is a copylefted libre software web-based continuous localization system, used by over 2500 libre projects and companies in more than 165 count

Weblate 7 Dec 15, 2022
A Python version of Canvacord

A copy of canvacord made in python! Installation Run any of these commands in terminal: Mac / Linux pip install canvacord Windows python -m pip insta

10 Mar 28, 2022
IPO Checker for NEPSE

IPO Checker Checks more than one account for an IPO. Usage: ipo_checker.py [-h] --file FILE IPO Checker for a list. optional arguments: -h, --help

Sagar Tamang 4 Sep 20, 2022
Opendrop - An open Apple AirDrop implementation written in Python

OpenDrop: an Open Source AirDrop Implementation OpenDrop is a command-line tool that allows sharing files between devices directly over Wi-Fi. Its uni

Secure Mobile Networking Lab 7.5k Jan 03, 2023
Statistics Calculator module for all types of Stats calculations.

Statistics-Calculator This Calculator user the formulas and methods to find the statistical values listed. Statistics Calculator module for all types

2 May 29, 2022
NasaApod - Astronomy Picture of the Day

Astronomy Picture of the Day Get interesting Astronomical pictures with a brief

Shripad Rao 1 Feb 15, 2022
A slapdash script to solve Wordle or Absurdle automatically

A slapdash script to solve Wordle or Absurdle automatically

Michael Anthony 1 Jan 19, 2022
This suite consists of two different scripts, made to automate attacks against NoSQL databases.

NoSQL-Attack-Suite This suite consists of two different scripts, made to automate attacks against NoSQL databases. The first one looks for a NoSQL Aut

16 Dec 26, 2022
Python for downloading model data (HRRR, RAP, GFS, NBM, etc.) from NOMADS, NOAA's Big Data Program partners (Amazon, Google, Microsoft), and the University of Utah Pando Archive System.

Python for downloading model data (HRRR, RAP, GFS, NBM, etc.) from NOMADS, NOAA's Big Data Program partners (Amazon, Google, Microsoft), and the University of Utah Pando Archive System.

Brian Blaylock 194 Jan 02, 2023
Find Transposon Element insertions using long reads (nanopore), by alignment directly. (minimap2)

find_te_ins find_te_ins is designed to find Transposon Element (TE) insertions using long reads (nanopore), by alignment directly. (minimap2) Install

Ming Wang 1 Feb 09, 2022
Entitlement AND Hardened Runtime Check

Python3 script for macOS to recursively check /Applications and also check /usr/local/bin, /usr/bin, and /usr/sbin for binaries with problematic/interesting entitlements. Also checks for hardened run

Cedric Owens 79 Nov 16, 2022
A tool to help you to do the monthly reading requirements

Monthly Reading Requirement Auto ⚙️ A tool to help you do the monthly reading requirements Important ⚠️ Some words can't be translated Links: Synonym

Julian Jauk 2 Oct 31, 2021
Multi View Stereo on Internet Images

Evaluating MVS in a CPC Scenario This repository contains the set of artficats used for the ENGN8601/8602 research project. The thesis emphasizes on t

Namas Bhandari 1 Nov 10, 2021
pyRTOS is a real-time operating system (RTOS), written in Python.

pyRTOS Introduction pyRTOS is a real-time operating system (RTOS), written in Python. The primary goal of pyRTOS is to provide a pure Python RTOS that

Ben Williams 96 Dec 30, 2022
Repository for DNN training, theory to practice, part of the Large Scale Machine Learning class at Mines Paritech

DNN Training, from theory to practice This repository is complementary to the deep learning training lesson given to les Mines ParisTech on the 11th o

Alexandre Défossez 6 Nov 14, 2022
Width-customizer-for-streamlit-apps - Width customizer for Streamlit Apps

🎈 Width customizer for Streamlit Apps As of now, you can only change your Strea

Charly Wargnier 5 Aug 09, 2022
Slotscheck - Find mistakes in your slots definitions

🎰 Slotscheck Adding __slots__ to a class in Python is a great way to reduce mem

Arie Bovenberg 67 Dec 31, 2022
Skip spotify ads by automatically restarting application when ad comes

SpotiByeAds No one likes interruptions! Don't you hate it when you're listening to your favorite jazz track or your EDM playlist and an ad for Old Spi

Partho 287 Dec 29, 2022
Functional collections extension functions for Python

pyfuncol pyfuncol Installation Usage API Documentation Compatibility Contributing License A Python functional collections library. It extends collecti

Andrea Veneziano 32 Nov 16, 2022
A functional standard library for Python.

Toolz A set of utility functions for iterators, functions, and dictionaries. See the PyToolz documentation at https://toolz.readthedocs.io LICENSE New

4.1k Jan 04, 2023