Embodiments of the invention are generally related to music, audio, and other sound processing and synthesis, and are particularly related to a system and method for audio synthesis.
Disclosed herein is a system and method for audio synthesizer utilizing frequency aperture cells (FAC) and frequency aperture arrays (FAA). In accordance with an embodiment, an audio processing system can be provided for the transformation of audio-band frequencies for musical and other purposes. In accordance with an embodiment, a single stream of mono, stereo, or multi-channel monophonic audio can be transformed into polyphonic music, based on a desired target musical note or set of multiple notes. The system utilizes an input waveform(s) (which can be either file-based or streamed) which is then fed into an array of filters, which are themselves optionally modulated, to generate a new synthesized audio output.
Previous techniques for dealing with both pitched and non-pitched audio input is known as subtractive synthesis, whereby single or multi-pole High Pass, Low Pass, Band Pass, Resonant and non-resonant filters are used to subtract certain unwanted portions from the incoming sound. In this technique, the subtractive filters usually modify the perceived timbre of the note, however the filter process does not determine the perceived pitch, except in the unusual ease of extreme filter resonance. These filters are usually of type IIR, Infinite Impulse Response, indicating a delay line and a feedback path. Others who have employed noise routed through IIR filters are Kevin Karplus, Alex Strong (1983). “Digital Synthesis of Plucked String and Drum Timbres”. Computer Music journal (MIT Press) 7 (2): 43-55. doi:10.2307/3680062, incorporated herein by reference. Although arguably also subtractive, in these previous techniques the resonance of the filter usually determines the pitch as well as it affects the timbre. There have been various improvements to these previous techniques, whereby certain filter designs are intended to emulate certain portions of their acoustic counterparts.
Compared to additive synthesis, the present invention allow for greater computational efficiency and facilitation of the synthesis of noise sound components as they combine and modulate in complex ways. By synthesizing groups of harmonic and inharmonic related frequencies, rather than individually synthesizing each individual frequency partial, significant computational efficiencies can be gained, and more cost effective systems can be built. Additive synthesis does not have the ability to produce realistic noise components nor has it the ability for complex noise interactions, as is desirable for many types of musical sounds.
Advantages of various embodiments of the present invention over previous techniques include that the input audio source can be completely unpitched and unmusical, even consisting of just pure white noise or a person's whisper, and after being synthesized by the FAA have the ability to be completely musical, with easily recognized pitch and timbre components; and the use of a real-time streamed audio input to generate the input source which is to be synthesized. The frequency aperture synthesis approach allows for both file-based audio sources and real-time streamed input. The result is a completely new sound with unlimited scope because the input source itself has unlimited scope. In accordance with an embodiment, the system also allows multiple synthesis to be combined to create unique hybrid sounds, or accept input from a musical keyboard, as an additional input source to the FAA filters. Other features and advantages will be evident from the following description.
a illustrates a block-diagram view showing an example of a frequency aperture filter in accordance with an embodiment.
b illustrates a block-diagram view showing another example of a frequency aperture filter in accordance with another embodiment.
a illustrates a FFT spectral waveform graph view showing a slit_height of 100% in accordance with an embodiment.
b illustrates a FFT spectral waveform graph view showing a slit_height of 50% in accordance with an embodiment.
c illustrates a FFT spectral waveform graph view showing a slit_height of 0% in accordance with an embodiment.
d illustrates a FFT spectral waveform graph view showing a slit_height of −50% in accordance with an embodiment.
e illustrates a FFT spectral waveform graph view showing a slit_height of −100% in accordance with an embodiment.
Appendix A lists sets of parameters and other pre-sets to produce various example timbres in accordance with an embodiment.
Disclosed herein is a system and method for audio synthesizer utilizing frequency aperture cells (FAC) and frequency aperture arrays (FAA). In accordance with an embodiment, an audio processing system can be provided for the transformation of audio-band frequencies for musical and other purposes. In accordance with an embodiment, a single stream of mono, stereo, or multi--channel monophonic audio can be transformed into polyphonic music, based on a desired target musical note or set of multiple notes. At its core, the system utilizes an input waveform(s) (which can be either file-based or streamed) which is then fed into an array of filters, which are themselves optionally modulated, to generate a new synthesized audio output.
In accordance with an embodiment, frequency aperture arrays 100 (FAAs) may be organized into n series by m parallel connections of frequency aperture cells, and optionally other digital filters such as multimode high pass (HP), band pass (BP), low pass (LP), or band restrict (BR) filters, or resonators of varying type, or combinations. In other embodiments, the multi-mode filter may be omitted.
An advantage of various embodiments of the present invention over previous techniques is how the input audio source 130 can be completely unpitched or unmusical, for example, pure white noise or a person's whisper, and after being synthesized have the ability to be musical, with recognized pitch and timbre components. The output audio 140 is unlimited in its scope, and can include realistic instrument sounds such as violins, piano, brass instruments, etc., electronic sounds, sound effects, and sounds never conceived or heard before.
Previously, musical synthesizers have relied upon stored files (usually pitched) which consist of audio waveforms, either recorded (sample based synthesis) or algorithmically generated (frequency or amplitude modulated synthesis) to provide the audio source which is then synthesized.
By comparison, the systems and methods disclosed herein allow the audio input 130 to be file-based audio sources, real-time streamed input, or combinations. The resulting audio output 140 can be a completely new sound with unlimited scope, in part, because the input source 130 has unlimited scope.
In accordance with an embodiment, the system provides advantages over prior musical synthesis, by employing arrays 100 of frequency aperture cells 110 (FAC) which contain frequency aperture filters (FAF) (See
Frequency spacing from the output of the FAC 110 is often not even (i.e. harmonic), hence the term “slit width” instead of “pitch” is used. “Slit width” can affect both the pitch, timbre or just one or the other, so the use of “pitch” is not appropriate in the context of an FAC 110 array.
In some embodiments, each frequency aperture cell 110 in the array is comprised of its own set of modulators having separate parameters slit width, slit height and amplitude, as well as audio input, a cascade input, an audio output, transient impulse scaling, and a Frequency Aperture Filter (FAF) (See
Other advantages of embodiments of the present invention over previous techniques is the use of a real-time streamed audio input to generate the input source 130 which is to be synthesized. In order to facilitate pitched streamed audio input sources 130, in accordance with an embodiment, the system also includes a dispersion algorithm which can take a pitched input source and make it unpitched and noise-like (broad spectrum). This signal then feeds into the system which further synthesizes the audio signal. This allows for a unique attribute in which a person can sing, whisper, talk or vocalize into the dispersion filter, which, when fed into the system and triggered by a keyboard or other source guiding the pitch components of the system synthesizer, can yield an output that sounds like anything, including a real instrument such as a piano, guitar, drumset, etc. The input source 130 is not limited to vocalizations of course. Any pitched input source (guitar, drumset, piano, etc.) can be dispersed into broad spectrum noise and re-synthesized to produce any musical instrument output, for example, using a guitar as input, dispersing the guitar into noise, and re-synthesizing into a piano. This demonstrates how the system can use non-pitched, broad-spectrum audio with no discernible pitch and timbre; and the audio output becomes pitched, musical sounds with discernible pitch and timbre.
The input audio signal 130 can consist of any audio source in any format and be read in via a file-based system or streamed audio. A file-based input may include just the raw PCM data or the PCM data along with initial states of the FAA filter parameters and/or modulation data.
In accordance with an embodiment, the system also allows multiple synthesis to be combined to create unique hybrid sounds. Finally, embodiments of the invention include a method of using multiple impulse responses, mapped out across a musical keyboard, as an additional input source to the FAA filters, designed, but not limited to, synthesizing the first moments of a sound.
Each frequency aperture cell 200, with varying feedback properties, produces instantaneous output frequency based on both the instantaneous spectrum of incoming audio, as well as the specific frequency slits and resonance of the aperture filter. Two controlling properties are the frequency slit spacing (slit width) 240 and the noise-to-frequency band ratio, or frequency (slit height) 250.
An important distinction of constituent FAA cells 200 is that their slit widths 240 are not necessarily representative of the pitch of the perceived audio output. FAA cells 200 may be inharmonic themselves, or in the case of two or more series cascaded harmonic cells of differing slit width 240, they may have their aperture slits at non-harmonic relationships, producing inharmonic transformations through cascaded harmonic cells. The perceived pitch is often a complex relationship of the slit widths and heights of all constituent cells and the character of their individual harmonic and inharmonic apertures. The slit width 240 and height 250 are as important to the timbre of the audio as they are to the resultant pitch.
In accordance with an embodiment, this system and method are provided by employing arrays of frequency aperture cells 200. FACs 200 have the ability to transform a spectrum of related or unrelated, harmonic or inharmonic input frequencies into an arbitrary, and potentially continuously changing set of new output frequencies. There are no constraints on the type of filter designs employed, only that they have inherent slits of harmonic or in-harmonic frequency bands that separate desired frequency components between their input and output. Both FIR (Finite Impulse Response) and IIR (Infinite Impulse Response) type designs are employed within different embodiments of the FAA types. Musically interesting effects are obtained as individual frequency slit width, analogous to frequency spacing, and height, analogous to amplitude, are varied between FAC 200 stages. This demonstrates how varying the parameters between the filters in the sequence is useful.
In accordance with an embodiment, FAC 200 stages are connected in series and in parallel, and can each be modulated by specific modulation signals, such as LFO's, Envelope generators, or by the outputs of prior stages. This demonstrates how to modulate the output of a filters in the sequence using the output of another filter in the sequence, for example, from another row in the array.
This further demonstrates how to filter the audio source through the first filter to into a series of frequency-bands-with-noise, then suppressing high energy bands to increase feedback in the series of frequency-bands-with-noise, then re-filtering the series of frequency-bands-with-noise through a second filter; and outputting the series of frequency-bands-with-noise as audio output to produce musical sound.
a illustrates a block-diagram view showing an example of a frequency aperture filter in accordance with an embodiment; while
Before discussing frequency aperture filters, some analogous inspiration may help understanding. White noise is a sound that covers the entire range of audible frequencies, all of which possess similar intensity. An approximation to white noise is the static that appears between FM radio stations. Pink noise contains frequencies of the audible spectrum, but with a decreasing intensity of roughly three decibels per octave. This decrease approximates the audio spectrum composite of acoustic musical instruments or ensembles.
At least one embodiment of the invention was inspired by the way that a prism can separate white light into it's constituent spectrum of frequencies. White noise can be thought of as analogous to white light, which contains roughly equal intensities of all frequencies of visible light. A prism can separate white light into it's constituent spectrum of frequencies, the resultant frequencies based on the material, internal feedback interference and spectrum of incoming light.
Among other factors, frequency aperture cells (FACs) (See
In accordance with an embodiment, frequency aperture filters 300 (FAF) may be embodied as single or multiple digital filters of either the IIR. (infinite impulse Response) or FIR (Finite Impulse Response) type, or any combination thereof. One characteristic of the filters 300 is that both timbre and pitch are controlled by the filter parameters, and that input frequencies of adequate energies that line up with the multiple pass-bands of the filter 300 will be passed to the output of the collective filter 300, albeit of potentially differing amplitude and phase.
In one example embodiment, an input impulse or other initialization energy is preloaded into a multi-channel circular buffer 310. A buffer address control block calculates successive write addresses to preload the entire circular buffer with impulse transient energy whenever, for example, a new note is depressed on the music keyboard.
The circular buffer arrangement allows for very efficient usage of the CPU and memory, which may reduce required amount of computer hardware resources needed to perform real-time processing of the audio synthesis. In other embodiments, the efficient usage of computer resources allows processing of the system and methods in a virtual computing environment, such as, a java virtual machine.
In accordance with an embodiment, Left and Right Stereo or mono audio is demultiplexed into four channels, based on the combination type desired for the aperture spacing. This is the continuous live streaming audio that follows the impulse transient loading.
After that, continuous, successive write addresses are generated by the buffer address control for incoming combined input samples, as well as for successive read addresses for outgoing samples into the Interpolation and Processing block 320 (See also
In one example buffer address calculation, the read address is determined by the write address, by subtracting from it a base tuning reference value divided by the read pitch step size. The base tuning reference value is calculated from the FAF 300 filter type, via lookup table or hard calculations, as different FAF 300 filter types change the overall delay through the feedback path and are therefore pitch compensated via this control. The same control is deployed to the multi-mode filter in the interpolate and processing block (See
Looking ahead to
Turning back to
Turning ahead to
The stability compensation filter may calculate a co-efficient of the stability filter to prevent the system from passing of unity gain. A key tracker (also known as a key scaler) scales the incoming musical note key according to linear or nonlinear functions which may be of simple tabular form. The stability compensation filter may use a key tracker in its calculations to determine the desired amount of noise-to-feedback ratio. The stability compensation fitter may use a key tracker to determine the desired amount of frequency slit spacing (e.g. variations on slit_width).
Again on
a illustrates a FFT spectral waveform graph view showing a slit_height of 100% in accordance with an embodiment;
Appendix A lists sets of parameters and other pre-sets to produce various example timbres in accordance with an embodiment. These parameters and pre-sets may be available to the user of a computer or displayed on screens such as those shown in
The above-described systems and methods can be used in accordance with various embodiments to provide a number of different applications, including but not limited to:
The present invention may be conveniently implemented using one or more conventional general purpose or specialized digital computers or microprocessors programmed according to the teachings of the present disclosure. Appropriate software coding can readily be prepared by skilled programmers based on the teachings of the present disclosure, as will be apparent to those skilled in the software art.
In some embodiments, the present invention includes a computer program product which is a storage medium (media) having instructions stored thereon/in which can be used to program a computer to perform any of the processes of the present invention. The storage medium can include, but is not limited to, any type of disk including floppy disks, optical discs, DVD, CD-ROMs, microdrive, and magneto-optical disks, ROMs, RAMs, EPROMs, EEPROMs, DRAMs, VRAMs, flash memory devices, magnetic or optical cards, nanosystems (including molecular memory ICs), or any type of media or device suitable for storing instructions and/or data.
There are a total of 17 source code files incorporated by reference to an earlier application. Further, many other advantages of applicant's invention will be apparent to those skilled in the art from the computer software source code and included screen shots.
A portion of the disclosure of this patent document contains material which is subject to copyright protection; i.e. Copyright 2010 James Van Buskirk (17 U.S.C. 401). The copyright owner has no objection to the facsimile reproduction by anyone of the patent document or the patent disclosure, as it appears in the Patent and Trademark Office patent file or records, but otherwise reserves all copyright rights whatsoever.
The foregoing description of the present invention has been provided for the purposes of illustration and description. It is not intended to be exhaustive or to limit the invention to the precise forms disclosed. The embodiments were chosen and described in order to best explain the principles of the invention and its practical application, thereby enabling others skilled in the art to understand the invention for various embodiments and with various modifications that are suited to the particular use contemplated. It is intended that the scope of the invention be defined by the following claims and their equivalence.
The present application is related to utility application entitled “MUSIC SOFTWARE SYSTEMS”, filed Aug. 2, 2010, bearing attorney docket number 10#357, bearing Ser. No. 61/400,817, the contents of which are incorporated herein by this reference and are not admitted to be prior art with respect to the present invention by the mention in this cross-reference section.
Number | Date | Country | |
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Parent | 13196690 | Aug 2011 | US |
Child | 14104810 | US |