MELD | Multimodal Multi-Party Dataset | Natural Language Processing library

 by   declare-lab Python Version: Current License: GPL-3.0

kandi X-RAY | MELD Summary

kandi X-RAY | MELD Summary

MELD is a Python library typically used in Artificial Intelligence, Natural Language Processing applications. MELD has no bugs, it has no vulnerabilities, it has a Strong Copyleft License and it has low support. However MELD build file is not available. You can download it from GitHub.

Multimodal EmotionLines Dataset (MELD) has been created by enhancing and extending EmotionLines dataset. MELD contains the same dialogue instances available in EmotionLines, but it also encompasses audio and visual modality along with text. MELD has more than 1400 dialogues and 13000 utterances from Friends TV series. Multiple speakers participated in the dialogues. Each utterance in a dialogue has been labeled by any of these seven emotions -- Anger, Disgust, Sadness, Joy, Neutral, Surprise and Fear. MELD also has sentiment (positive, negative and neutral) annotation for each utterance.
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            kandi-support Support

              MELD has a low active ecosystem.
              It has 634 star(s) with 183 fork(s). There are 30 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 24 open issues and 17 have been closed. On average issues are closed in 31 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of MELD is current.

            kandi-Quality Quality

              MELD has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              MELD is licensed under the GPL-3.0 License. This license is Strong Copyleft.
              Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

            kandi-Reuse Reuse

              MELD releases are not available. You will need to build from source code and install.
              MELD has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed MELD and discovered the below as its top functions. This is intended to give you an instant insight into MELD implemented functionality, and help decide if they suit your requirements.
            • Loads the data
            • Get audio embedding
            • Load bimodal data
            • Extract text embedding features
            • Get the dialogue labels
            • Creates masks for training and testing
            • Load audio data
            • Calculate the length of the dialog
            • Load text data
            • Get one - hot label for given label
            • Train the model
            • Create a text model
            • Create an audio model
            • Loads the model
            • Create a bidirectional model
            • Calculates the test result
            Get all kandi verified functions for this library.

            MELD Key Features

            No Key Features are available at this moment for MELD.

            MELD Examples and Code Snippets

            Merge two heap into this .
            javadot img1Lines of Code : 13dot img1License : Permissive (MIT License)
            copy iconCopy
            public void meld(FibonacciHeap heap2) {
                    if (heap2.empty()) {
                        return;
                    }
                    if (this.empty()) {
                        this.min = heap2.min;
                    } else {
                        this.min.setNext(heap2.min);
                        this.updateMin(heap  

            Community Discussions

            QUESTION

            pytest with complex object structure. To patch, mock, monkeypatch, refactor, or give up?
            Asked 2022-Mar-22 at 22:32

            My design has led me into what I think is a complex pytest problem. I'm convinced I don't know the right approach to take. I'm simulating a complex card game, known as 'Liverpool rummy'. The user interface uses Kivy, but the problem I'm having with testing would probably appear with any GUI framework, be it tkinter, QT, wxPython, or whatever.

            In rummy simulator, I want to test the logic without actually starting kivy. I think this means that I will need to mock the self in many methods, because the methods call each other via “self.method_name”. My reading of the many posts on mocking self or mocking global or module-level variables has left me pretty confused. I don't want to start kivy for at least two reasons. First, after a whole lot of initialization it'll get to the "play_game" method. While I can call that from code, rather than pushing a button, it'll immediately get a shuffled deck of cards and a discards pile and deal a random hand to the players (all of whom will be robots), who will then each take a turn. But what I need to do for testing is to set those three variables (deck, discard, hand) and run through around 50 variations. Second, that seems to defeat to goal of isolating a unit test as much as possible.

            So instead of instantiating the classes, and testing the methods, I'm calling the methods directly from the class. Here is a very simplified example:

            ...

            ANSWER

            Answered 2022-Mar-22 at 22:32

            To me, it sounds like you should refactor your code to decouple the game logic from the GUI logic.

            I'm of the opinion that the need to use mocks in tests is usually a sign that the code could have been designed better. Here's an article that explains this idea more clearly that I could. One particularly relevant quote:

            The need to mock in order to achieve unit isolation for the purpose of unit tests is caused by coupling between units. Tight coupling makes code more rigid and brittle: more likely to break when changes are required. In general, less coupling is desirable for its own sake because it makes code easier to extend and maintain. The fact that it also makes testing easier by eliminating the need for mocks is just icing on the cake.

            From this we can deduce that if we’re mocking something, there may be an opportunity to make our code more flexible by reducing the coupling between units. Once that’s done, you won’t need the mocks anymore.

            In your case, the tight coupling is between the GUI and the game logic. I'd recommend moving all the game logic into functions/classes that have no connection to the GUI. Ideally, as much logic as possible will end up in pure functions. This will make it much easier to write tests, and to extend/maintain the code down the road.

            Source https://stackoverflow.com/questions/71575119

            QUESTION

            Angular API request to .NET 5 API - net::ERR_CONNECTION_REFUSE
            Asked 2022-Mar-07 at 11:55
            Intro

            I am setting up an nginx server with angular universal as front-end and .NET 5 as a back-end API.

            Explanation

            When trying to send a post request to the API i get an net::ERR_CONNECTION_REFUSED error. You can try it out yourself here: https://modernamedia.no/#kontakt

            I have added console.logging for the error.

            Error

            Error:

            ...

            ANSWER

            Answered 2022-Mar-06 at 22:10

            The issue with a lot of API calls is that a browser will tell you it is some kind of CORS error but there is an underlying error that has NOTHING to do with CORS.

            However here I think you need to set your client headers to match the backend CORS setup: -

            Source https://stackoverflow.com/questions/71374284

            QUESTION

            Google Sheets Query Search Box | Search criteria
            Asked 2022-Feb-25 at 17:20

            so basically I have a searchbox in my sheet that searches and pulls up data. For a reference see this image: https://i.imgur.com/MVTUCSw.png. So basically in cell A4 I put the data that I am looking for, but my formula restricts me to only looking up stuff in 1 row. For example, data starting with the word MELD, but I would like to be able to also look up data based on for example the someone their name.

            The formula I use for the searchbox: =QUERY({'Pallets & Locaties'!A2:G;Voorraadverschillen!A2:G}, "SELECT * WHERE Col1 "&Opzoeken!B4&" '"&A4&"'")

            The data that I want to be able to look up is stored in 2 sheets: Pallets & Locaties - https://i.imgur.com/qV7h2tz.png and in Voorraadverschillen - https://i.imgur.com/foqLkKa.png.

            The searchbox is only able to lookup data in row, but I just want to be able to search for any kind of stored data in any of the sheets.

            Here is my sheet for reference: https://docs.google.com/spreadsheets/d/10wmnxV16JUiD_b_54abkiLPwTqLITWRcUw3gsqvXoBE/edit?usp=sharing

            ...

            ANSWER

            Answered 2022-Feb-25 at 17:16

            EDIT:

            Cleaned up the formula to not be so repetitive.

            =IF(A4<>"",(QUERY({'Pallets & Locaties'!A2:G;Voorraadverschillen!A2:G},"Select * WHERE "&textjoin(" OR ", true, arrayformula("Col"&ROW(1:7)&" "&B4&" '"&A4&"'")))),(QUERY({'Pallets & Locaties'!A2:G;Voorraadverschillen!A2:G},"Select * WHERE Col1 IS NOT NULL")))

            This searches every column for the data, as long as data is not identical in two columns you won't have issues. An example would be the search criteria "MELD" being in both Column A and B. If that were the case, only the results from the first matching column would populate.

            Source https://stackoverflow.com/questions/71268245

            QUESTION

            ggplot multiple line charts with reshape2 melt() - ignoring NA/empty in the chart
            Asked 2022-Feb-25 at 14:18

            I am trying to plot a Milestone Trend Analysis with R. At some point, a Milestone is reached and will not be reported anymore. That's also when the line in the graph should stop. So I tried to implement this with ggplot and reshape2 to melt the dataset in a long format:

            #edit (Data model by code, sorry) Datamodel:

            ...

            ANSWER

            Answered 2022-Feb-25 at 14:18

            To not melt the NA values, set na.rm = TRUE inside the melt() function.

            Source https://stackoverflow.com/questions/71255227

            QUESTION

            How to visually compare two revisions of a folder versioned by SVN on Linux?
            Asked 2022-Feb-22 at 04:04

            I can compare a current folder state to its latest revision using the following command:

            ...

            ANSWER

            Answered 2022-Jan-12 at 13:39

            Preface

            Question is offtopic here: as already mentioned in comment, it's question for Software Recommendations site

            Face

            1. Every versioned object with history in SVN can be referenced using PEG-revision for its history state
            2. Folder in SVN-repo is object of versioning
            3. In order to compare two folders, you have to have folder-diff tool (for your OS) and know (command-line) options for calling it

            According to Slant's comparison:

            • Meld can be used on Linux for folder-diffing
            • Best folder-diff tool is Beyond Compare

            From points 1-3 above it follows that Meld can be used for your task in form

            meld folder@REV1 folder@REV2

            Source https://stackoverflow.com/questions/70678211

            QUESTION

            Expo AppLoading hiding SplashScreen immediately on app load in TestFlight
            Asked 2022-Feb-07 at 05:48

            I have an Expo Managed React Native application. I have some async functions that are called before the main app screen renders. It works perfectly fine on dev mode, production dev mode and Expo Go, but on Test Flight the app immediately hides the Splash Screen.

            The long and short of it is that I have a state hook that changes when the AppLoading async method completes. During that async period I update my Context API to include the fetched data from an SQLite database. Here is my code:

            ...

            ANSWER

            Answered 2022-Feb-07 at 05:48

            Turns out the issue was that my promise setup was not returning correctly, the proper way to return the promises to not hide the AppLoading component was to change my code to this using Expo Splash Screen and changing my promises like so:

            Source https://stackoverflow.com/questions/70951431

            QUESTION

            How to rewrite the Rebase file contents to change multiple commits
            Asked 2022-Jan-09 at 04:40

            I was trying to use git rebase -i to improv my commits messages. I am the only one working on this director. By mistake, the file opened in the editor became like this:

            ...

            ANSWER

            Answered 2022-Jan-09 at 04:40

            Assuming you also want to rebase all the way back to the first commit, you should be using:

            Source https://stackoverflow.com/questions/70638427

            QUESTION

            react.js can't import component
            Asked 2021-Dec-22 at 20:10

            i'm trying to export a component using export default project; and importing using

            import project, {toggleCattegories} from './project';

            i get the following warning:

            ...

            ANSWER

            Answered 2021-Dec-22 at 20:10

            You are not using Project correctly.

            You have a toggleCategories function that should be renamed to render. Class components must have a render function that returns the JSX.

            Once you have renamed the above, you no longer import { toggleCategories }, you only need to import Project and where you have , replace it with

            Source https://stackoverflow.com/questions/70454394

            QUESTION

            I want to open a file with a specific application using VBScript
            Asked 2021-Dec-05 at 19:54

            I am trying to download some bank statements which only come in .pdf format and convert them to an excel file. I use NitroPDF.exe to convert the .pdf file to an excel file and then have created a VBA script to clean it up and append it into my main Excel file. I have to do the conversion manually up to the point where Excel VBA takes over. I would like to automate it, not sure how. I have tried to use cmd line:

            ...

            ANSWER

            Answered 2021-Dec-05 at 18:12

            Always worth quoting file paths, but then you need to escape those quotes in the value being passed to Shell

            Source https://stackoverflow.com/questions/70237102

            QUESTION

            How can I stop git difftool?
            Asked 2021-Nov-05 at 15:22

            I use Meld as tool for difftool and mergetool in Git Bash. When I run git difftool it opens a window of Meld and, every time I close the window with a difference, it opens a new window with the next difference. And so on, they could be hundreds...
            Is there a way to stop Meld from the terminal (e.g. I didn't expect all these differences and now I want to make some changes in order to limit the number of them)?
            The only way I found is to directly close the terminal, but I'd like a less brutal mode.

            ...

            ANSWER

            Answered 2021-Nov-05 at 15:22

            Are you tried git config --global --add difftool.prompt false? Or what @Biffen already commented: Ctrl+C in the terminal.

            Source https://stackoverflow.com/questions/69855519

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

            Vulnerabilities

            No vulnerabilities reported

            Install MELD

            Please visit - http://web.eecs.umich.edu/~mihalcea/downloads/MELD.Raw.tar.gz to download the raw data. Data are stored in .mp4 format and can be found in XXX.tar.gz files. Annotations can be found in https://github.com/declare-lab/MELD/tree/master/data/MELD.

            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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            gh repo clone declare-lab/MELD

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            git@github.com:declare-lab/MELD.git

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