Search Results for "classification"
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Showing 14 open source projects for "classification"
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Librosa
Python library for audio and music analysis
...Built on top of NumPy, SciPy, and matplotlib, it provides a wide range of tools for feature extraction, time-series manipulation, audio display, and music information retrieval. Whether you're building machine learning models for audio classification or visualizing spectrograms, Librosa is a go-to library for researchers and developers working in audio signal processing. -
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AudioEnhancerMAX
Open-source AI audio processing suite: 100% local, free, no limits.
AudioEnhancerMAX is the open-source AI-powered audio media center for podcasters, creators, and professionals. It runs 100% locally on your hardware — no cloud, no subscriptions, no limits. Features: 16+ intelligent audio filters (AI noise removal, filler word detection, breath reduction, studio sound, audio super-resolution), Gemma 4 AI dynamic parameter tuning, distributed edge computing across Android smartphones, real-time system monitoring for Apple Silicon. Built with FastAPI,... -
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audioFlux
A library for audio and music analysis, feature extraction.
...It supports dozens of time-frequency analysis transformation methods and hundreds of corresponding time-domain and frequency-domain feature combinations. It can be provided to deep learning networks for training, and is used to study various tasks in the audio field such as Classification, Separation, Music Information Retrieval(MIR) and ASR etc. -
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PAMGUARD
Detection Classification and Localisation of marine mammals
The PAMGUARD project develops software to help detect, locate and classify marine mammals using Passive Acoustic Monitoring. This project is being migrated to github at https://github.com/PAMGuard. Please go there for the latest updates. thank you sourceforge for hosting us for all these years. -
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VAD
Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM
...Acoustic feature extraction (multi-resolution cochleagram, MRCG). Post-processing modules (e.g. smoothing, thresholds). The toolkit supports both MATLAB and Python/TensorFlow components (for feature extraction, classification, postprocessing). Acoustic feature extraction (multi-resolution cochleagram, MRCG). Provided real-world dataset with manual annotations. -
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Marine Mammal Acoustic DCL
Advanced acoustic detection, classification and localization
Advanced detection, classification and localization (DCL) of marine mammals and passive acoustic monitoring (PAM). Code is being developed as Matlab routines, interfaces for Ishmael (http://www.bioacoustics.us/ishmael.html), and in other formats. -
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Kromophone
A color sonification device for navigation and classification
The Kromophone is a color-to-sound sensory substitution device. It was designed with the tasks of navigation, object, and environmental navigation in mind. -
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This application assists in generating pre-compositional material based on a computational interpretation of the 'Schillinger System of Musical Composition' (Schillinger 1946).
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RNNLIB is a recurrent neural network library for sequence learning problems. Applicable to most types of spatiotemporal data, it has proven particularly effective for speech and handwriting recognition. full installation and usage instructions given at http://sourceforge.net/p/rnnl/wiki/Home/
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A project designed to convert numerical data in various formats into playable sound files for visualization and classification purposes.
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DanceBox is a fork of the pyTone jukebox highly customized for a dance studio. It features an advanced SQLite classification database that should rival commercial offerings.
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Canzoniere is an mp3 classification tool, which allows users to classify their songs using personal criteria such as artist score, song score and moods (i.e. romantic, relax, party, etc.). Users can then select their mood and play songs that match.
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Java software to control a juke-box from a web-browser running on a remote (e.g. handheld) device with a rich, extensible, interactive subjective metadata framework to assist in the browsing, management and classification of large music collections.
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Minix is a Mp3 files manager. It uses ID3 tags informations to make a Mp3's classification in a treeview. It allows tags ID3v1 edition, filenames format, lyrics addition, etc.
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