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MUSERC Pre-Processing

Pre-process the raw MUSERC dataset so that the audio, video and sensor data is cut, cleaned up and compressed for easier and faster handling.

Audio

  • Recorded using AKG C414
  • Sampling Rate 48000 Hz
  • Raw Data: 24bit uncompressed mono PCM
  • Pre-Processed Data: 16bit uncompressed mono PCM

Video

  • 2000fps high speed camera
  • Focusing on the string to extract the movement pattern
  • Resolution 1024x768
  • Raw Data: H264 lossless mode
  • Pre-Processed Data: H264 lossy compression

Sensors

  • Measured finger position using a linear membrane potentiometer.
  • Recorded using 12bit D/A at 750Hz.

Running the Pre-Processing

Video processing requires ffmpeg with x264.

  • Run make

make installs pip requirements and fetches the dataset (~4gb).

Authors

Licence

MUSERC is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. If you use this dataset in your academic research, please cite our paper:

Fabian-Robert Stöter, Michael Müller, and Bernd Edler. 2015. Multi-Sensor Cello Recordings for Instantaneous Frequency Estimation. In Proceedings of the 23rd Annual ACM Conference on Multimedia Conference (MM '15). ACM, New York, NY, USA, 995-998.