Information-retrieval Libraries

4 September 2023 - Version 1.7.1 25 May 2023 - Version 1.7.0 15 September 2022 - Version 1.6.2 1 September 2022 - Version 1.6.1 24 August 2022 - Version 1.6.0 2 June 2022 - Version 1.5.0 For the late…

This command installs everything needed for basic Pipelines that use an in-memory DocumentStore. If you want to install only the dependencies needed for model inference on your local hardware (not re…

txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows. Embeddings databases are a union of vector indexes (sparse and dense), graph networks a…

You can use multiple dimensional feature combinations, select different deep learning networks training, study various tasks in the audio field such as Classification, Separation, MIR etc. In the tim…

StringZilla is the Godzilla of string libraries, splitting, sorting, and shuffling large textual datasets faster than you can say "Tokyo Tower" 😅 StringZilla is built on a very simple heuristic: If t…

Simplified Python Audio Features Extraction spafe requires: if you want to use the visualization module/ functions of spafe, you will need to install: Once you have the Dependencies installed, use on…

MusPy is an open source Python library for symbolic music generation. It provides essential tools for developing a music generation system, including dataset management, data I/O, data preprocessing …

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Install the 'SOX' and the 'ffmpeg', we recommend that you run this code in Linux inside the Conda environment. In that, you can install them by: For the most important part: If you want to train/test…

There are two options. Note: On each of those options, you'll find: No installations needed. Note: On each notebook, click on "Open in Colab", in order to open it on Google Colab Worried about whethe…

A Python library for symbolic music generation, analysis and visualization. Published in SoftwareX 2023. The modules contained in this library are: To install the latest version, clone this repositor…

All implementations are also available in: The top-level functions are (alphabetical): The names of the additional functions follow the following conventions: Consistent variable naming and formattin…

Mix two WAV files - Tested on Python 3.6 or later

FreeDiscovery is an open source e-Discovery and information retrieval engine. It is based on the scikit-learn library and has two main components, FreeDiscovery is released under the 3-clause BSD lic…

Additional options for attacks (e.g. DNS poisoning) and post-exploitation will be added in the future. This tool is currently divided into four packages: Any of these packages can be extended with ne…

A Convolutional Neural Network which converts piano audio to a simplified MIDI format.The final model takes as input an audio file (mono- or polyphonic)and outputs a simplified MIDI output with the c…

Are you interested in art? Are you curious about how new technological tools might help in your creative process? Then this is the course for you. In this class you are going to learn what Artificial…

We propose TONet, a plug-and-play model that improves both tone and octave perceptions by leveraging a novel input representation and a novel network architecture. Any CFP-input-based Model can be se…

pyace: A python implementation of automatic chord estimation (ACE) from audio First of all import the module by calling: It basically provides two simple interfaces: and You could just take the sourc…