Abstract: Disclosed are systems, methods, and other implementations for noise suppression, including a method that includes obtaining a sound signal sample, determining a noise reduction profile, from a plurality of noise reduction profiles, for processing the obtained sound signal sample, and processing the sound signal sample with a machine learning system to produce a noise suppressed signal. The machine learning system implements (executes) a single machine learning model trained to controllably suppress noise in input sound signals according to the plurality of noise reduction profiles. The processing of the sound signal sample is performed according to the determined noise reduction profile.

Abstract: A pipe milling machine for separating and/or cutting a pipe to length includes a drive unit configured to generate a feed force to the pipe and a holding device configured to hold the pipe. The holding device is mountable around the pipe, the drive unit engages in or touches down on the holding device, the feed force is transferred to the holding device in a location, which contacts the pipe or which is adjacent to a location which contacts the pipe, and/or the drive unit is guided by the holding device.

Abstract: A pipe milling machine for separating and/or cutting a pipe to length is disclosed. In an embodiment, the pipe milling machine includes a drive unit configured to generate a feed force to the pipe and a holding device configured to hold the pipe, wherein the holding device is mountable around the pipe, wherein the drive unit engages in or touches down on the holding device, wherein the feed force is transferred to the holding device in a location, which contacts the pipe or which is adjacent to a location which contacts the pipe, and/or wherein the drive unit is guided by the holding device.

Abstract: A multifunctional printer is provided. A printer chassis includes a data buffer, controller and printing assembly. The data buffer includes electronic memory storage and retrieval components. The controller is electronically interfaced with the data buffer. The controller is configured to store a digital image into the data buffer. A printing assembly is electronically interfaced with the data buffer. The printing assembly is configured to output a printed facsimile of the digital image under control of the controller in a marking material progressively deposited on a print medium. A display is provided on the chassis and is electronically interfaced with the data buffer. The display is configured to render a visualization of the digital image. The rendering of the visualization on the display excludes that portion of the digital image that has been output in the printed facsimile.