speechless | text based on wav2letter | Speech library

 by   JuliusKunze Python Version: Current License: MIT

kandi X-RAY | speechless Summary

kandi X-RAY | speechless Summary

speechless is a Python library typically used in Artificial Intelligence, Speech, Deep Learning, Pytorch, Tensorflow, Keras applications. speechless has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

Speech recognizer based on wav2letter architecture built with Keras. Supports CTC loss, KenLM and greedy decoding and transfer learning between different languages. ASG loss is currently not supported. Training for English with the 1000h LibriSpeech corpus works out of the box, while training for the German language requires downloading data manually.
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            kandi-support Support

              speechless has a low active ecosystem.
              It has 88 star(s) with 23 fork(s). There are 17 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 8 open issues and 1 have been closed. On average issues are closed in 2 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of speechless is current.

            kandi-Quality Quality

              speechless has 0 bugs and 0 code smells.

            kandi-Security Security

              speechless has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              speechless code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              speechless is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              speechless releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              speechless saves you 940 person hours of effort in developing the same functionality from scratch.
              It has 2143 lines of code, 293 functions and 20 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed speechless and discovered the below as its top functions. This is intended to give you an instant insight into speechless implemented functionality, and help decide if they suit your requirements.
            • Extract a PositionalLabel from a list of files
            • Cleans the given text
            • Extract label from annotation file
            • Merge TR2 words
            • Extracts a PositionalLabel from a list of files
            • Corrects the German representation of the text
            • Extract the label from the XML file
            • Decode a lambda function
            • Wrapper for ctc_beam_decoder
            • Configuration for mixed German English English
            • Save the assembled audio from a spectrogram
            • Create a prediction layer
            • Download and unpack and unpack the tar file
            • Return the duration in seconds
            • Return a list of tags from all examples
            • Return the z - norm of the transformed spectrogram
            • Return list of invalid examples
            • Given a list of spectrograms return a list of predictions
            • Return the home directory
            • Save all spectrogram of all of the spectrogram
            • Return a ComposedCorpus
            • Records the plot and saves it to the recording directory
            • Train the model
            • Fill the spectrogram with the spectrogram
            • Compose English corpus
            • Train the model from the best English model
            Get all kandi verified functions for this library.

            speechless Key Features

            No Key Features are available at this moment for speechless.

            speechless Examples and Code Snippets

            No Code Snippets are available at this moment for speechless.

            Community Discussions

            QUESTION

            Plop doesnt generate my component because replace is undefined
            Asked 2022-Feb-26 at 08:29

            I struggle with this problem and I don't know why the cmd say that replace is undefined.

            I researched a bit but couldn't find any reason why the script should fail. I console.log the whole flow of the code but everything gets passed.

            I am currently really speechless and trying to avoid but I just can't continue.

            plopfile.js

            ...

            ANSWER

            Answered 2022-Feb-26 at 08:29

            To achieve the processing you expect, use {{pascalCase componentName}} instead of {{camelCase name}}

            write the value of the name option directly.

            I'm sorry for my poor English.

            Source https://stackoverflow.com/questions/70793716

            QUESTION

            Only accepting numeric input from user
            Asked 2021-Jul-28 at 00:43

            I am currently trying to accept only numeric input from the user in my program. I have done a lot of research but all the example code given can still accept the input such as 10abc.

            This is a feet to meter converter.

            ...

            ANSWER

            Answered 2021-Jul-27 at 13:39
            template 
            T readFromLine(std::istream& in)
            {
                std::string line;
                while (std::getline(in, line)) { // read whole line until it is possible
                    std::istringstream line_stream { line }; // initialize string stream to parse line read
                    T x;
            
                    // try read `x` then discard white spaces then check if end of lien was reached
                    if (line_stream >> x >> std::ws && line_stream.eof()) {
                        // stop since reading was successful and line do not contain anything extra
                        return x;
                    }
                    // continue if reading `x` was unsuccessful or when line contains something extra
                }
                // while loop ended since end of file was reached or error on input stream
                throw std::invalid_argument { "stream to short" };
            }
            

            Source https://stackoverflow.com/questions/68544396

            QUESTION

            Implicitly unwrapped optional var destroyed by compiler before end of scope?
            Asked 2021-Feb-10 at 16:53

            With swift compiler optimizations implicitly unwrapped optional variables do not survive the whole scope, but are released immediately after usage.

            Here is my environment:

            ...

            ANSWER

            Answered 2021-Feb-10 at 16:53

            But as a programmer we are used to local variables inside of functions being available until leaving the scope.

            This hasn't been the case since ARC was first released for ObjC. ARC has always had the option to release objects after their last use (and very often makes use of this). This is by design, and is not a bug in Swift (or in ObjC, where it's also true).

            In Swift, if you want to extend the lifetime of an object beyond its last use,withExtendedLifetime is explicitly for this purpose.

            Source https://stackoverflow.com/questions/66140869

            QUESTION

            How to make file comparison with other files in Python
            Asked 2021-Jan-28 at 13:39

            I am new to python :( I want to make:

            Main file (tokens): beautiful 2 amazing 5 speechless 2

            Folder with 73 files:

            How can I write the script in python to check the source frequency for example: The main folder the words to calculate in which sources appear: The results for example The word beautiful appears in 55 sources The word amazing appears in 30 sources The word speechless appears in 73 sources

            ...

            ANSWER

            Answered 2021-Jan-25 at 22:03

            Before doing a loop on every file, you should firstly read the file containing your tokens to parse and store them into a list (or a dict, or anything you want), then checking if any element of this list is present in the file.

            Dicts are convenient cause you can store the frequency of each word as values. For instance, you can do {"beautiful": 0, "amazing": 0}, then incrementing each value when its key appear in a file.

            If your token file looks something like this...

            Source https://stackoverflow.com/questions/65892417

            QUESTION

            Variable being processed before end of forEach
            Asked 2020-Oct-06 at 10:36

            Good day, Not gonna beat around the bush, I think my issue is simple. I have a function to get the total cost of a transaction. There's a forEach (for each item the user wants to buy). Here is what I have right now:

            ...

            ANSWER

            Answered 2020-Aug-08 at 12:05

            forEach is not promise-aware. It cannot support async and await. You cannot use await in forEach.

            To wait the result we should return back to old-school “for loop”, but this time you can use modern version with for..of construction (thanks to Iteration Protocol) for better readability:

            Source https://stackoverflow.com/questions/63315025

            QUESTION

            Chop a string, change variables values ​and return to the same function
            Asked 2020-Aug-23 at 00:25

            I have always given them my try codes, but this time there is something I cannot accomplish.

            I need to learn, I don't want a solution without explanation, the idea is that the next time I am faced with something similar I will do it alone.

            PROBLEM:

            I have noticed that for some songs a lyrics API does not find the lyric, but if I make a change it does find it.

            Examples that the lyric CANNOT find (for some songs): currentArtist = 'Robin Schulz feat. Erika Sirola' or 'Robin Schulz Feat. Erika Sirola' or 'Robin Schulz (feat. Erika Sirola)' or 'Robin Schulz (Feat. Erika Sirola)' currentSong = 'Speechless'

            But if it finds the lyric if I look for it like this: currentArtist = 'Robin Schulz' currentSong = 'Speechless (Feat. Erika Sirola)'

            When the API does not find the lyric the 1st time, my idea is to compare if currentArtist contains or not the words Feat. or feat. with or without parentheses, to remove it and add that chunk to currentSong. Then make the changes to currentArtist and currentSong so that it tries one more time with the new values.

            As I mentioned at the beginning, some lyrics are found with the Feat./feat. inside currentArtist, that's why I have to make the changes in the ELSE that I have indicated in the code and not before.

            In conclusion: If the API does not find the artist containing Feat. X, feat. x, (Feat. x) or (feat. x) remove that part of the artist name and add it to the song name. currentSong always has to go like this: Song Name (Feat. x) even if the artist name does not have parentheses in the Feat. It should then return to the same function with the new values ​​for currentArtist and currentSong.

            ...

            ANSWER

            Answered 2020-Aug-21 at 02:27

            You could go with a regex match.

            First remove the parenthesis with .replace(/\)|\(/gm, ''). This assumes that artists don't use parenthesis in their names.

            Then extract with:

            Source https://stackoverflow.com/questions/63515476

            QUESTION

            Scraping Amazon reviews using Beautiful Soup
            Asked 2020-Aug-15 at 21:12

            ANSWER

            Answered 2020-Jul-30 at 23:03
            first do pip install selenium

            second use Python library dryscrape to scrape javascript driven websites. on this url https://phantomjs.org/download.html

            Source https://stackoverflow.com/questions/63181993

            QUESTION

            Can not render comments
            Asked 2020-Jul-22 at 14:19

            I have this JSON file:

            ...

            ANSWER

            Answered 2020-Jul-22 at 14:14

            You need to handle the null check earlier like the following:

            Source https://stackoverflow.com/questions/63036282

            QUESTION

            How to create new AutoML DataSet for simple classification (C#)
            Asked 2020-May-26 at 08:29

            As part of ML automation process I want to dynamically create new AutoML model. I'm using C# (.net framework) and Google.Cloud.AutoML.V1.

            After trying to run CreateDataSet code:

            ...

            ANSWER

            Answered 2020-May-16 at 12:11

            I also experienced this scenario today while creating a dataset using the NodeJS client. Since the Google AutoML table service is in the beta level you need to use the beta version of the AutoML client. In the Google cloud documentation they have used the beta client to create a dataset.

            In NodeJS importing the beta version require('@google-cloud/automl').v1beta1.AutoMlClient instead of importing the normal version (v1) require('@google-cloud/automl').v1 worked for me to successfully execute the create dataset functionality.

            In C# you can achieve the same through a POST request. Hope this helps :)

            Source https://stackoverflow.com/questions/61751511

            QUESTION

            When running my Kafka consumer in local, it is only consuming half of the message
            Asked 2020-Mar-05 at 10:09

            This is the topic created -

            ...

            ANSWER

            Answered 2020-Mar-05 at 07:27

            The default size of a message produced in Kafka is 1 MB. If the message is greater than the size you can incur data loss.

            To increase the size of your message, set the following configuration: message.max.bytes and allocate the size of message you want to produce and consume.

            Also, set the following configuration max.partition.fetch.bytes in your consumer to fetch the size of messages you want to receive.

            You can also read more about these configurations in this link: https://kafka.apache.org/documentation/#brokerconfigs

            Source https://stackoverflow.com/questions/60539908

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install speechless

            Python 3.4+ and TensorFlow are required. will install speechless together with minimal requirements. If you want to use the KenLM decoder, this modified version of TensorFlow needs to be installed first. You need to have an audio backend available, for example ffmpeg (run brew install ffmpeg on Mac OS).

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            https://github.com/JuliusKunze/speechless.git

          • CLI

            gh repo clone JuliusKunze/speechless

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            git@github.com:JuliusKunze/speechless.git

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