Search Results for "data quality cleansing"

SimpMusic is a free and open-source music streaming application that uses YouTube Music as its primary backend and is available for Android and desktop platforms. Built with Compose Multiplatform, it provides access to music from YouTube Music and YouTube with background playback and an ad-free listening experience. The app combines music discovery, search, playlists, podcasts, charts, moods, genres, video playback, and personalized listening features in a unified interface. SimpMusic also...

...The platform supports advanced audio capabilities including gapless playback, loudness normalization, AutoEQ headphone correction, equalization, and optional high-quality audio routing up to 320 kbps. Users can download music as portable M4A files with embedded artwork, artist, album, and lyric metadata, while also integrating music already stored on their devices into the same library. Levyra is built with a local-first approach, keeping playlists, listening history, statistics, queues, and other personal data on the user's device without requiring an account.

...Unlike traditional codecs (like MP3 or Opus), Encodec uses a learned quantizer and decoder to reconstruct complex waveforms with remarkable accuracy at bitrates as low as 1.5 kbps. It employs a convolutional encoder–decoder architecture trained with perceptual loss functions that optimize for human auditory quality rather than raw waveform distance. The model can operate in real time and supports variable bandwidths, bitrates, and multi-band audio. Encodec has applications in speech and music compression, generative modeling, and efficient data transmission for communication systems. The repository includes pretrained checkpoints, PyTorch inference code, and examples for integrating Encodec as a module in downstream generative or streaming systems.

What is PlusV? With traditional MP3, a typical Near CD Quality audio file has been encoded with a data rate of 128 kbits/s. While this is ok for people with big hard disks and fast Internet connections, this data speed has clearly been a bottleneck for people using modems or storing their music into 32 or 64 MB portable player FLASH cards. PlusV is a brand new audio compression enhancement technology that allows audio files to be compressed in as little as 64 or even 48 kbits/s. ...

Open source speech models for Julius speech decoder. Its aim is to give access a wider community of speech recognition enthusiasts to quality models, which they can use in their own projects on different OS platforms (Unix, Windows, etc...) All of the models are based on HTK modelling software and data sets available freely on the Internet.