honk | PyTorch implementations of neural network models | Machine Learning library

 by   castorini Python Version: Current License: MIT

kandi X-RAY | honk Summary

kandi X-RAY | honk Summary

honk is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Tensorflow applications. honk 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.

Honk is a PyTorch reimplementation of Google's TensorFlow convolutional neural networks for keyword spotting, which accompanies the recent release of their Speech Commands Dataset. For more details, please consult our writeup:. Honk is useful for building on-device speech recognition capabilities for interactive intelligent agents. Our code can be used to identify simple commands (e.g., "stop" and "go") and be adapted to detect custom "command triggers" (e.g., "Hey Siri!").
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            kandi-support Support

              honk has a low active ecosystem.
              It has 408 star(s) with 108 fork(s). There are 34 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 5 open issues and 46 have been closed. On average issues are closed in 97 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of honk is current.

            kandi-Quality Quality

              honk has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              honk 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

              honk 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.
              honk saves you 1564 person hours of effort in developing the same functionality from scratch.
              It has 3479 lines of code, 241 functions and 29 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed honk and discovered the below as its top functions. This is intended to give you an instant insight into honk implemented functionality, and help decide if they suit your requirements.
            • Generate a dataset based on youtube
            • Count the number of keywords in words
            • Segment audio into a single file
            • Extract a keyword from an audio file
            • Prepare data index for training
            • Determine the data set for the given file
            • Prepare list of wanted words
            • Create an inference graph
            • Create a pre - trained model
            • Train a model
            • Return a list of splits for the given config
            • Compute the labels for a given word
            • Get default configuration
            • Discard audio samples
            • Extract keywords from a file
            • Compute the accuracy of the given speech directory
            • Start training
            • Forward computation
            • Callback for receiving audio data
            • Get unprocessed data
            • Generate a contrastive
            • Remove audio files from a directory
            • Evaluate the model s accuracy
            • Load background data
            • Download and extract a dataset
            • Get training data
            • Function to create a model
            Get all kandi verified functions for this library.

            honk Key Features

            No Key Features are available at this moment for honk.

            honk Examples and Code Snippets

            No Code Snippets are available at this moment for honk.

            Community Discussions

            QUESTION

            OAuth2 (Okta) token generation fails with 401 unauthorized response - client_credentials grant type
            Asked 2022-Mar-22 at 09:24

            I ran into a problem where my AJAX request fails with error code 401 - Unauthorized, while trying to get an OAuth2 (Okta) Token.

            The preview tab shows an error as follows:

            ...

            ANSWER

            Answered 2022-Mar-20 at 16:51

            Trace your request with Fiddler, also client side client credentials is not supported by Okta from browser, has to be at server level. Check this - https://support.okta.com/help/s/article/Browser-requests-to-the-token-endpoint-must-use-Proof-Key-for-Code-Exchange?language=en_US

            The reason I said to trace with Fiddler is so that you can confirm if origin header is being sent or not when using postman vs from ajax and therefore, confirm that you are running into the issue mentioned in the link I pasted.

            Source https://stackoverflow.com/questions/71529324

            QUESTION

            Writing a program that displays the number of observations from A-Z without distinguishing between lowercase and uppercase
            Asked 2022-Mar-12 at 14:24

            I am writing a program that imports from IDLE 'import this'. I want to print the number of letters from the text(The program should not distinguish between Lowercase and Uppercase) ex. "Hello world" --> [h= 1, e= 1, l= 3...]

            This is what I found when searching for a solution

            ...

            ANSWER

            Answered 2022-Mar-12 at 13:40

            test_str.lower(). Also, you can count without importing Counter, using len()

            Source https://stackoverflow.com/questions/71450137

            QUESTION

            Split each line at each space to create a list of lists
            Asked 2022-Feb-07 at 20:34

            I have the python zen text and want to split each line at each space to create a list of lists. I have split each line, but how can I create a list of lists? Thanks so much for your help.

            ...

            ANSWER

            Answered 2022-Feb-07 at 20:06

            Since str.split creates a list, you can use str.split again in a list comprehension:

            Source https://stackoverflow.com/questions/71024693

            QUESTION

            Find occurences from a list of strings
            Asked 2022-Jan-20 at 09:02

            I would like to create a function without external libraries that finds letters from a list of words (strings) and counts their occurrence only if the word has more than 3 characters Then prints them in order.

            List with words

            ...

            ANSWER

            Answered 2022-Jan-20 at 09:02

            QUESTION

            Find character occurance percentage from a List of words
            Asked 2022-Jan-20 at 07:50

            I would like to create a function that loops a list with words (strings) and returns the occurrences percentage of each character (in alphabetical order) that exists inside the list.

            List with words as strings:

            ...

            ANSWER

            Answered 2022-Jan-19 at 13:59

            You can use collections' Counter for this, and then divide by the total number of characters:

            Source https://stackoverflow.com/questions/70771697

            QUESTION

            While loop data not appending to list outside of while loop
            Asked 2022-Jan-11 at 18:39

            I am trying to scrape data, write it to a pd series then go into a while loop for the remaining pages of the website appending to the original series (located outside of the while loop) after each iteration. I'm not sure why this isn't working. Here's where I'm stuck:

            ...

            ANSWER

            Answered 2022-Jan-11 at 18:39

            The problem is you're treating pd.Series as a list, but the former are immutable while the later are mutable. This means, appending data to a list works like this:

            Source https://stackoverflow.com/questions/70671647

            QUESTION

            A more convenient way, than 'query', to select MultiIndexed rows, designating partial labels by the name of their index levels?
            Asked 2021-Oct-11 at 17:03

            Let's say you have a lot of named index levels -- I'll show 4 here but use your imagination:

            ...

            ANSWER

            Answered 2021-Oct-11 at 04:26

            Not sure it's more convenient, but one alternative to string based query is to use index.get_level_values:

            Source https://stackoverflow.com/questions/69520993

            QUESTION

            Loop through table and parse multiple arguments to scripts in Bash
            Asked 2021-Sep-16 at 12:34

            I am in a situation similar to this one and having difficulties implementing this kind of solution for my situation.

            I have file.tsv formatted as follows:

            ...

            ANSWER

            Answered 2021-Sep-16 at 12:23

            Shell tables are not multi-dimensional so table element cannot store two arguments for your scripts. However since you are processing lines from file.tsv, you can iterate on each line, reading both elements at once like this:

            Source https://stackoverflow.com/questions/69208027

            QUESTION

            awk - numbering the match occurrence is not working correctly
            Asked 2021-Sep-06 at 18:14

            I'm trying to highlight each occurrence of the match word, using the below awk command,

            Input:

            ...

            ANSWER

            Answered 2021-Sep-03 at 18:50

            QUESTION

            Why can't I use inherited objects in my inherited class?
            Asked 2021-Apr-16 at 11:30
                class Vehicle  // base class (parent) 
                {
                  public string brand = "Ford";  // Vehicle field
                  public void honk()             // Vehicle method 
                  {                    
                    Console.WriteLine("Tuut, tuut!");
                  }
                }
                
                class Car : Vehicle  // derived class (child)
                {
                  public string modelName = "Mustang";  // Car field
                  brand = "WHY İS NOT ??? "; // Error.
            
              public void honk(); // Error.
            }
            
            ...

            ANSWER

            Answered 2021-Apr-16 at 11:30

            You can't just write to a field (defined in a base class) from the derived class like:

            Source https://stackoverflow.com/questions/67123267

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

            Vulnerabilities

            No vulnerabilities reported

            Install honk

            python . deploys the web service for identifying if audio contain the command word. By default, config.json is used for configuration, but that can be changed with --config=<file_name>. If the server is behind a firewall, one workflow is to create an SSH tunnel and use port forwarding with the port specified in config (default 16888). In our honk-models repository, there are several pre-trained models for Caffe2 (ONNX) and PyTorch. The fetch_data.sh script fetches these models and extracts them to the model directory. You may specify which model and backend to use in the config file's model_path and backend, respectively. Specifically, backend can be either caffe2 or pytorch, depending on what format model_path is in. Note that, in order to run our ONNX models, the packages onnx and onnx_caffe2 must be present on your system; these are absent in requirements.txt.

            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/castorini/honk.git

          • CLI

            gh repo clone castorini/honk

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            git@github.com:castorini/honk.git

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