Abstract: A system for recording transmission spectra of a sample with a spectrometer that produces baseline-free molecular response signal. A method for producing baseline-free signals includes applying a logarithmic function to a measured transmission spectrum to form an intermediate spectrum. Applying an inverse Fourier transform to the intermediate spectrum generates a modified free-induction-decay (m-FID) signal, which allows for the separation of molecular absorption features from baseline effects present in the m-FID signal. A weighting function is then applied that suppresses temporal portions of the m-FID signal that correspond to sources of baseline fluctuations as well as periodic effects (e.g. etalons). The method generates a baseline-suppressed m-FID signal that is converted to an absorption spectrum, which exhibits suppressed contributions from baseline fluctuations and periodic effects.

Abstract: Systems and methods for generating a visual color display of audio-file data are provided. The system includes a processor that performs a method including receiving audio-file data; generating filtered-audio data by processing the audio-file data by frequency-band filters. The frequency band filters have different frequency bands. The method includes generating one or more waveforms corresponding to the filtered-audio data and displaying the waveforms superimposed in unique color relative to one another. The method includes downsampling the waveforms. The method includes processing the waveforms through an envelope detector. The method includes processing the waveforms through an expander and applying a gain factor. The waveforms have transparency levels at sections that are proportional or inversely proportional to amplitudes at the sections.

Abstract: Described herein is a method, system, and apparatus, or combinations and sub-combinations thereof for automatically training an analytical model. In a given embodiment, a server may generate a model dependency structure, including a definition for each dependency relationship between various analytical models. The server generates a script using the model dependency structure. The script may identify a definition of a dependency relationship between the first analytical model and a second analytical model based on the model dependency structure. The script may generate and transmit an instruction to the task scheduler to train the first analytical model.

Abstract: Systems and methods for selecting an audio track by performing a gesture on a track-list image are provided. The system includes a processor that performs a method including displaying the audio-track list, detecting a contact with the touchscreen display at a location corresponding to the audio track, detecting a continuous movement of the contact in a direction, detecting a length of the continuous movement, and selecting the audio track if the continuous movement has a length longer than a threshold length. The method includes shifting text associated with the audio track based on the length and direction of the continuous movement. The method includes determining that the selection is a command to queue the audio track for playback or add it to a preparation track list. This determination may be based on the direction of the continuous movement.

Abstract: A DJ media player is provided. The DJ media player has a control wheel used to control audio playback and a customizable first electronic display located about the center of the platter for displaying a graphic. The DJ media player has a second electronic display to show audio playback information. The graphic is dynamically updated. The graphic corresponds to at least one of a logo, an artist, an album, a song playback information, or a selection made by a user.

Abstract: Systems and methods for generating a graphical representation of audio-file playback during playback manipulation are provided. The system may include a processor that performs a method including displaying a waveform during audio-file playback by scrolling the waveform from a right to a left portion of a display. The method includes receiving a command to manipulate the audio-file playback and displaying a first half of the waveform corresponding to the manipulated audio-file playback until a command is received to resume the audio-file playback. The first half of the waveform is a portion of the waveform adjacent to a horizontal or vertical axis. The method includes simultaneously displaying a second half of the waveform and displaying the first half of the waveform corresponding to the manipulated audio-file playback. The second half of the waveform is on an opposite side of the axis from the first half of the waveform.

Abstract: Systems and methods for generating a visual color display of audio-file data are provided. The system includes a processor that performs a method including receiving audio-file data; generating filtered-audio data by processing the audio-file data by frequency-band filters. The frequency band filters have different frequency bands. The method includes generating one or more waveforms corresponding to the filtered-audio data and displaying the waveforms superimposed in unique color relative to one another. The method includes downsampling the waveforms. The method includes processing the waveforms through an envelope detector. The method includes processing the waveforms through an expander and applying a gain factor. The waveforms have transparency levels at sections that are proportional or inversely proportional to amplitudes at the sections.

Abstract: Systems and methods for generating a visual color display of audio-file data are provided. The system includes a processor that performs a method including receiving audio-file data; generating filtered-audio data by processing the audio-file data by frequency-band filters. The frequency band filters have different frequency bands. The method includes generating one or more waveforms corresponding to the filtered-audio data and displaying the waveforms superimposed in unique color relative to one another. The method includes downsampling the waveforms. The method includes processing the waveforms through an envelope detector. The method includes processing the waveforms through an expander and applying a gain factor. The waveforms have transparency levels at sections that are proportional or inversely proportional to amplitudes at the sections.

Abstract: A system for recording transmission spectra of a sample with a spectrometer that produces baseline-free molecular response signal. A method for producing baseline-free signals includes applying a logarithmic function to a measured transmission spectrum to form an intermediate spectrum. Applying an inverse Fourier transform to the intermediate spectrum generates a modified free-induction-decay (m-FID) signal, which allows for the separation of molecular absorption features from baseline effects present in the m-FID signal. A weighting function is then applied that suppresses temporal portions of the m-FID signal that correspond to sources of baseline fluctuations as well as periodic effects (e.g. etalons). The method generates a baseline-suppressed m-FID signal that is converted to an absorption spectrum, which exhibits suppressed contributions from baseline fluctuations and periodic effects.

Abstract: Systems and methods for selecting an audio track by performing a gesture on a track-list image are provided. The system includes a processor that performs a method including displaying the audio-track list, detecting a contact with the touchscreen display at a location corresponding to the audio track, detecting a continuous movement of the contact in a direction, detecting a length of the continuous movement, and selecting the audio track if the continuous movement has a length longer than a threshold length. The method includes shifting text associated with the audio track based on the length and direction of the continuous movement. The method includes determining that the selection is a command to queue the audio track for playback or add it to a preparation track list. This determination may be based on the direction of the continuous movement.

Abstract: Systems and methods for generating a graphical representation of audio-file playback during playback manipulation are provided. The system may include a processor that performs a method including displaying a waveform during audio-file playback by scrolling the waveform from a right to a left portion of a display. The method includes receiving a command to manipulate the audio-file playback and displaying a first half of the waveform corresponding to the manipulated audio-file playback until a command is received to resume the audio-file playback. The first half of the waveform is a portion of the waveform adjacent to a horizontal or vertical axis. The method includes simultaneously displaying a second half of the waveform and displaying the first half of the waveform corresponding to the manipulated audio-file playback. The second half of the waveform is on an opposite side of the axis from the first half of the waveform.

Abstract: A DJ media player is provided. The DJ media player includes a display to show audio playback information, a patter used to control audio playback, a light emitting element for displaying different colors, and an interface located on the media player for selecting different colors for the light emitting element. The interface is a graphical user interface on the display. The display is a touchscreen display and one or more colors are selected by making contact with the touchscreen display. The light emitting element is in a platter housing.

Abstract: Systems and methods for generating a visual color display of audio-file data are provided. The system includes a processor that performs a method including receiving audio-file data; generating filtered-audio data by processing the audio-file data by frequency-band filters. The frequency band filters have different frequency bands. The method includes generating one or more waveforms corresponding to the filtered-audio data and displaying the waveforms superimposed in unique color relative to one another. The method includes downsampling the waveforms. The method includes processing the waveforms through an envelope detector. The method includes processing the waveforms through an expander and applying a gain factor. The waveforms have transparency levels at sections that are proportional or inversely proportional to amplitudes at the sections.

Abstract: A system for forming a radiating cable includes radiating machine tool having a cable receiving channel and a carriage. The carriage includes an aperture configured to align with the cable receiving channel, and a milling motor having a milling cutter. A radiating machine tool also includes a carriage receiving structure. A radiating machine is in communication with one or more controllers that receives a feeding speed associated with feeding a coaxial cable into the cable receiving channel, receives a pattern, determines a speed of rotation of the carriage by analyzing the feeding speed and the pattern, causes the carriage to rotate about the axis at the determined speed, and causes the milling cutter to perform one or more cutting actions to create one or more slots forming at least a portion of the pattern in an outer conductor of the coaxial cable.

Abstract: A system for forming a radiating cable includes radiating machine tool having a cable receiving channel and a carriage. The carriage includes an aperture configured to align with the cable receiving channel, and a milling motor having a milling cutter. A radiating machine tool also includes a carriage receiving structure. A radiating machine is in communication with one or more controllers that receives a feeding speed associated with feeding a coaxial cable into the cable receiving channel, receives a pattern, determines a speed of rotation of the carriage by analyzing the feeding speed and the pattern, causes the carriage to rotate about the axis at the determined speed, and causes the milling cutter to perform one or more cutting actions to create one or more slots forming at least a portion of the pattern in an outer conductor of the coaxial cable.