RiffBox

Automatic Guitar Tablature transcription

MEAN | TensorFlow | IPC-sockets | python | c++ | GCP-GKE

Here, Its an attempt to implement the IEEE-Xplore paper by Daniel R. Tuohy : "Creating Tablature and Arranging Music for Guitar with GAs and ANNs". there are approx. ~250 quantized freq notes in a typical 5 sec. audio clip and each note can be played on all the 6 strings of a typical guitar. Thus, we need to search an arrangement out of 6^250 using heuristics for ease of human hand. The Project is currently under alpha-development and, deployed on flex container instances using GKE .UI Components: spectrogram - MusicLab, AlphaTex player, ng-Material, socket.io powered notifications. Audioprocessing libs: Audocity, ffmpeg, WaON

Landing UI: SPECTROGRAM - Google music lab experiments

Progress Notification UI: Sockets.io Based

Tablature Player UI: ALPHATeX