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Frequency modulation synthesis (or FM synthesis) is a form of
sound synthesis A synthesizer (also synthesiser or synth) is an electronic musical instrument that generates audio signals. Synthesizers typically create sounds by generating waveforms through methods including subtractive synthesis, additive synthesis an ...
whereby the frequency of a
waveform In electronics, acoustics, and related fields, the waveform of a signal is the shape of its Graph of a function, graph as a function of time, independent of its time and Magnitude (mathematics), magnitude Scale (ratio), scales and of any dis ...
is changed by modulating its frequency with a modulator. The (instantaneous) frequency of an oscillator is altered in accordance with the
amplitude The amplitude of a periodic variable is a measure of its change in a single period (such as time or spatial period). The amplitude of a non-periodic signal is its magnitude compared with a reference value. There are various definitions of am ...
of a modulating signal. FM synthesis can create both harmonic and inharmonic sounds. To synthesize harmonic sounds, the modulating signal must have a
harmonic In physics, acoustics, and telecommunications, a harmonic is a sinusoidal wave with a frequency that is a positive integer multiple of the ''fundamental frequency'' of a periodic signal. The fundamental frequency is also called the ''1st har ...
relationship to the original carrier signal. As the amount of frequency modulation increases, the sound grows progressively complex. Through the use of modulators with frequencies that are non-integer multiples of the carrier signal (i.e. inharmonic), inharmonic bell-like and percussive spectra can be created. FM synthesis using analog oscillators may result in pitch instability. However, FM synthesis can also be implemented digitally, which is more stable and became standard practice.


Applications


In synthesizers

Digital FM synthesis (equivalent to phase modulation using the time integration of
instantaneous frequency Instantaneous phase and frequency are important concepts in signal processing that occur in the context of the representation and analysis of time-varying functions. The instantaneous phase (also known as local phase or simply phase) of a ''compl ...
) was the basis of several musical instruments beginning as early as 1974. Yamaha built the first prototype digital synthesizer in 1974, based on FM synthesis, before commercially releasing the Yamaha GS-1 in 1980. The Synclavier I, manufactured by New England Digital Corporation beginning in 1978, included a digital FM synthesizer, using an FM synthesis algorithm licensed from Yamaha. Yamaha's groundbreaking
Yamaha DX7 The Yamaha DX7 is a synthesizer manufactured by Yamaha Corporation from 1983 to 1989. It was the first successful digital synthesizer and is one of the best-selling synthesizers in history, selling more than 200,000 units. In the early 1980s, th ...
synthesizer, released in 1983, brought FM to the forefront of synthesis in the mid-1980s.


In PCs, arcades, game consoles, and mobile phones

FM synthesis also became the usual setting for games and software up until the mid-nineties. Sound cards for
IBM PC compatible An IBM PC compatible is any personal computer that is hardware- and software-compatible with the IBM Personal Computer (IBM PC) and its subsequent models. Like the original IBM PC, an IBM PC–compatible computer uses an x86-based central p ...
systems like the AdLib and Sound Blaster popularized Yamaha chips like the OPL2 and OPL3. Other computers such as the Sharp
X68000 The is a home computer created by Sharp Corporation. It was first released in 1987 and sold only in Japan. The initial model has a 10 Megahertz, MHz Motorola 68000 Central processing unit, CPU, 1 Megabytes, MB of Random Access Memory, ...
and
MSX MSX is a standardized home computer architecture, announced by ASCII Corporation on June 16, 1983. It was initially conceived by Microsoft as a product for the Eastern sector, and jointly marketed by Kazuhiko Nishi, the director at ASCII Corpo ...
( Yamaha CX5M computer unit) utilize the OPM sound chip (with later CX5M units using the OPP sound chip). The NEC PC-88 and
PC-98 The , commonly shortened to PC-98 or simply , is a lineup of Japanese 16-bit and 32-bit Personal computer, personal computers manufactured by NEC from 1982 to 2003. While based on Intel processors, it uses an in-house architecture making it inc ...
computers use either the OPN and OPNA sound chips. For arcade systems and game consoles, OPM was used in many arcade boards from the 1980s and 1990s (including
Sega is a Japanese video game company and subsidiary of Sega Sammy Holdings headquartered in Tokyo. It produces several List of best-selling video game franchises, multi-million-selling game franchises for arcade game, arcades and video game cons ...
's System 16 and
Capcom is a Japanese video game company. It has created a number of critically acclaimed and List of best-selling video game franchises, multi-million-selling game franchises, with its most commercially successful being ''Resident Evil'', ''Monster ...
's CP System arcade boards); OPN was also used in some arcade boards in the 1980s. OPNB was notably used in SNK's Neo Geo arcade (MVS) and home console (AES) machines, as well as being used as the main basic sound generator in
Taito is a Japanese company that specializes in video games, Toy, toys, arcade cabinets, and game centers, based in Shinjuku, Tokyo. The company was founded by Michael Kogan in 1953 as the importing vodka, Vending machine, vending machines, and Juk ...
's arcade boards (with a variant of the OPNB being used in the Taito Z System board). The related OPN2 was used in Sega's Mega Drive (Genesis), Fujitsu's
FM Towns Marty The FM Towns Marty is a home video game console released in 1993 by Fujitsu, exclusively for the Japanese market. It uses the AMD 386SX, a CPU that is internally 32-bit but with a 16-bit data bus. The console comes with a built-in CD-ROM dri ...
, and some of Sega's arcade boards (e.g. Sega System C-2 and Sega System 32) as one of its sound generator chips. FM synthesis was also used on a wide range of mobile phones in the 2000s to play ringtones and other sounds, using the Yamaha SMAF format.


History


Don Buchla (mid-1960s)

Don Buchla implemented FM on his instruments in the mid-1960s, prior to Chowning's patent. His 158, 258 and 259 dual oscillator modules had a specific FM control voltage input, and the model 208 (Music Easel) had a modulation oscillator hard-wired to allow FM as well as AM of the primary oscillator. These early applications used analog oscillators, and this capability was also followed by other modular synthesizers and portable synthesizers including
Minimoog The Minimoog is an analog synthesizer first manufactured by Moog Music between 1970 and 1981. Designed as a more affordable, portable version of the modular Moog synthesizer, it was the first synthesizer sold in retail stores. It was first popul ...
and ARP Odyssey.


John Chowning (late-1960s–1970s)

By the mid-20th century,
frequency modulation Frequency modulation (FM) is a signal modulation technique used in electronic communication, originally for transmitting messages with a radio wave. In frequency modulation a carrier wave is varied in its instantaneous frequency in proporti ...
(FM), a means of carrying sound, had been understood for decades and was being used to broadcast radio transmissions. FM synthesis was developed since 1967 at
Stanford University Leland Stanford Junior University, commonly referred to as Stanford University, is a Private university, private research university in Stanford, California, United States. It was founded in 1885 by railroad magnate Leland Stanford (the eighth ...
, California, by John Chowning, . His was licensed to Japanese company Yamaha in 1973. The implementation commercialized by Yamaha (US Patent 4018121 Apr 1977 or U.S. Patent 4,018,121) , .


1970s–1980s


Expansions by Yamaha

Yamaha's engineers began adapting Chowning's algorithm for use in a commercial digital synthesizer, adding improvements such as the "key scaling" method , though it would take several years before Yamaha released their FM digital synthesizers. In the 1970s, Yamaha were granted a number of patents, under the company's former name "Nippon Gakki Seizo Kabushiki Kaisha", evolving Chowning's work. Yamaha built the first prototype FM digital synthesizer in 1974. Yamaha eventually commercialized FM synthesis technology with the Yamaha GS-1, the first FM digital synthesizer, released in 1980. FM synthesis was the basis of some of the early generations of digital synthesizers, most notably those from Yamaha, as well as New England Digital Corporation under license from Yamaha. Yamaha's DX7 synthesizer, released in 1983, was ubiquitous throughout the 1980s. Several other models by Yamaha provided variations and evolutions of FM synthesis during that decade. Yamaha had patented its hardware implementation of FM in the 1970s, allowing it to nearly monopolize the market for FM technology until the mid-1990s.


Related development by Casio

Casio is a Japanese multinational electronics manufacturing corporation headquartered in Shibuya, Tokyo, Japan. Its products include calculators, mobile phones, digital cameras, electronic musical instruments, and analogue and digital watches. It ...
developed a related form of synthesis called phase distortion synthesis, used in its CZ range of synthesizers. It had a similar (but slightly differently derived) sound quality to the DX series.


1990s


Free use of FM after the patent expiration

With the expiration of the Stanford University FM patent in 1995, digital FM synthesis can now be implemented freely by other manufacturers. The FM synthesis patent brought Stanford $20 million before it expired, making it (in 1994) "the second most lucrative licensing agreement in Stanford's history". Today, FM is mostly found in software-based synths such as Native Instruments' FM8 or Image-Line's Sytrus plug-ins, but it has also been incorporated into the synthesis repertoire of some modern digital synthesizers, usually coexisting as an option alongside other methods of synthesis such as subtractive,
sample-based synthesis Sample-based synthesis is a form of audio synthesis that can be contrasted to either subtractive synthesis or additive synthesis. The principal difference with sample-based synthesis is that the seed waveforms are sampled sounds or instrument ...
,
additive synthesis Additive synthesis is a sound synthesis technique that creates timbre by adding sine waves together. The timbre of musical instruments can be considered in the light of Fourier series, Fourier theory to consist of multiple harmonic or inharmoni ...
, and other techniques. The degree of complexity of the FM in such hardware synths may vary from simple 2-operator FM, to the highly flexible 6-operator engines of the Korg Kronos and Alesis Fusion, to creation of FM in extensively modular engines such as those in the latest synthesisers by Kurzweil Music Systems.


Later use of FM and other technologies: Realtime Convolution & Modulation (AFM + Sample) and Formant Shaping Synthesis

The Yamaha SY99 and FS1R synthesizers marketed their highly powerful FM abilities as counterparts to
sample-based synthesis Sample-based synthesis is a form of audio synthesis that can be contrasted to either subtractive synthesis or additive synthesis. The principal difference with sample-based synthesis is that the seed waveforms are sampled sounds or instrument ...
and formant synthesis respectively. New hardware synths specifically marketed for their FM capabilities disappeared from the market after the release of FS1R in 1999, The FS1R had 16 operators, 8 standard FM operators and 8 additional operators that used a noise source rather than an oscillator as its sound source. By adding in tuneable noise sources the FS1R could model the sounds produced in the human voice and in a wind instrument, along with making percussion instrument sounds. The FS1R also contained an additional wave form called the Formant wave form. Formants can be used to model resonating body instrument sounds like the cello, violin, acoustic guitar, bassoon, English horn, or human voice. Formants can even be found in the harmonic spectrum of several brass instruments.


2000s–present


Additional improvements: Variable Phase Modulation, FM-X Synthesis, Altered FM, etc.

In 2016,
Korg , founded as Keio Electronic Laboratories, is a Japanese multinational corporation that manufactures electronic musical instrument An electronic musical instrument or electrophone is a musical instrument that produces sound using electr ...
released the Korg Volca FM, a, 3-voice, 6 operators FM iteration of the Korg Volca series of compact, affordable desktop modules. Korg has also released th
opsix
(2020) and opsix SE (2023), integrating 6 operators FM synthesis with subtractive, analogue modeling, additive, semi-modular and Waveshaping. Yamaha released the Montage in 2016, which combines a 128-voice sample-based engine with a 128-voice FM engine. This iteration of FM is called FM-X, and features 8 operators; each operator has a choice of several basic wave forms, but each wave form has several parameters to adjust its spectrum. It was then followed by the more affordable Yamaha MODX in 2018, with 64-voice, 8 operators FM-X architecture in addition to a 128-voice sample-based engine. The MODX+ released in 2022 increased the number of voices of the FM-X engine to 128, the same as with the Montage. The Montage was succeeded by the Montage M in 2023, which uses the same 128-voice, 8 operators FM-X engine alongside a 128-voice sample-based engine and a newly-introduced 16-voice 3 oscillator analog-based engine known as AN-X. Elektron launched the Digitone in 2018, which is an 8-voice, 4 operators FM synth featuring Elektron's renowned sequence engine. FM-X synthesis was first introduced with the Yamaha Montage synthesizers in 2016. FM-X uses 8 operators. Each FM-X operator has a set of multi-spectral wave forms to choose from, which means each FM-X operator can be equivalent to a stack of 3 or 4 DX7 FM operators. The list of selectable wave forms includes sine waves, the All1 and All2 wave forms, the Odd1 and Odd2 wave forms, and the Res1 and Res2 wave forms. The sine wave selection works the same as the DX7 wave forms. The All1 and All2 wave forms are a saw-tooth wave form. The Odd1 and Odd2 wave forms are pulse or square waves. These two types of wave forms can be used to model the basic harmonic peaks in the bottom of the harmonic spectrum of most instruments. The Res1 and Res2 wave forms move the spectral peak to a specific harmonic and can be used to model either triangular or rounded groups of harmonics further up in the spectrum of an instrument. Combining an All1 or Odd1 wave form with multiple Res1 (or Res2) wave forms (and adjusting their amplitudes) can model the harmonic spectrum of an instrument or sound. Combining sets of 8 FM operators with multi-spectral wave forms was first introduced in the FS1R, released in 1999 by Yamaha. It was able to achieve similar results to that of FM-X using 8 noise operators.


Spectral analysis

There are multiple variations of FM synthesis, including: *Various operator arrangements (known as "FM Algorithms" in Yamaha terminology) **2 operators **Serial FM (multiple stages) **Parallel FM (multiple modulators, multiple-carriers), **Mix of them *Various waveform of operators **Sinusoidal waveform **Other waveforms *Additional modulation **Linear FM **Exponential FM (preceded by the anti-logarithm conversion for CV/oct. interface of analog synthesizers) ** Oscillator sync with FM ''etc''. As the basic of these variations, we analyze the spectrum of 2 operators (linear FM synthesis using two sinusoidal operators) on the following.


2 operators

The spectrum generated by FM synthesis with one modulator is expressed as follows: For modulation signal m(t) = B\,\sin(\omega_m t)\,, the carrier signal is:Note that modulation signal m(t) as
instantaneous frequency Instantaneous phase and frequency are important concepts in signal processing that occur in the context of the representation and analysis of time-varying functions. The instantaneous phase (also known as local phase or simply phase) of a ''compl ...
is converted to the phase of carrier signal FM(t), by time integral between , t/math>.
:\begin FM(t) & \ =\ A\,\sin\left(\,\int_0^t \left(\omega_c + B\,\sin(\omega_m\,\tau)\right)d\tau\right) \\ & \ =\ A\,\sin\left(\omega_c\,t - \frac\left(\cos(\omega_m\,t) - 1\right)\right) \\ & \ =\ A\,\sin\left(\omega_c\,t + \frac\left(\sin(\omega_m\,t - \pi/2) + 1\right)\right) \\ \end If we were to ignore the constant phase terms on the carrier \phi_c = B/\omega_m\, and the modulator \phi_m = - \pi/2\,, finally we would get the following expression, as seen on and : :\begin FM(t) & \ \approx\ A\,\sin\left(\omega_c\,t + \beta\,\sin(\omega_m\,t)\right) \\ & \ =\ A\left( J_0(\beta) \sin(\omega_c\,t) + \sum_^ J_n(\beta)\left ,\sin((\omega_c+n\,\omega_m)\,t)\ +\ (-1)^\sin((\omega_c-n\,\omega_m)\,t)\,\right\right) \\ & \ =\ A\sum_^ J_n(\beta)\,\sin((\omega_c+n\,\omega_m)\,t) \end where \omega_c\,,\,\omega_m\, are angular frequencies (\,\omega = 2\pi f\,) of carrier and modulator, \beta = B / \omega_m\, is frequency modulation index, and
amplitude The amplitude of a periodic variable is a measure of its change in a single period (such as time or spatial period). The amplitude of a non-periodic signal is its magnitude compared with a reference value. There are various definitions of am ...
s J_n(\beta)\, is n\,-th Bessel function of first kind, respectively.The above expression is transformed using trigonometric addition formulas : \begin \sin(x \pm y) &= \sin x \cos y \pm \cos x \sin y \end and a lemma of Bessel function : \begin \cos(\beta\sin \theta) & = J_0(\beta) + 2\sum_^J_(\beta)\cos(2n\theta) \\ \sin(\beta\sin \theta) & = 2\sum_^J_(\beta)\sin((2n+1)\theta) \end : (Source: ) as following: : \begin & \sin\left(\theta_c + \beta\,\sin(\theta_m)\right) \\ & \ =\ \sin(\theta_c)\cos(\beta\sin(\theta_m)) + \cos(\theta_c)\sin(\beta\sin(\theta_m)) \\ & \ =\ \sin(\theta_c)\left _0(\beta) + 2\sum_^J_(\beta)\cos(2n \theta_m)\right + \cos(\theta_c)\left \sum_^J_(\beta)\sin((2n+1)\theta_m)\right\\ & \ =\ J_0(\beta) \sin(\theta_c) + J_1(\beta) 2\cos(\theta_c)\sin(\theta_m) + J_2(\beta) 2\sin(\theta_c)\cos(2\theta_m) + J_3(\beta) 2\cos(\theta_c)\sin(3\theta_m) + ... \\ & \ =\ J_0(\beta) \sin(\theta_c) + \sum_^ J_n(\beta)\left ,\sin(\theta_c + n\theta_m)\ +\ (-1)^\sin(\theta_c - n\theta_m)\,\right\\ & \ =\ \sum_^ J_n(\beta)\,\sin(\theta_c + n\theta_m)\qquad(\because\ J_(x) = (-1)^n J_(x)) \end


See also

*
Additive synthesis Additive synthesis is a sound synthesis technique that creates timbre by adding sine waves together. The timbre of musical instruments can be considered in the light of Fourier series, Fourier theory to consist of multiple harmonic or inharmoni ...
* Chiptune * Digital synthesizer *
Electronic music Electronic music broadly is a group of music genres that employ electronic musical instruments, circuitry-based music technology and software, or general-purpose electronics (such as personal computers) in its creation. It includes both music ...
* Sound card * Sound chip *
Video game music Video game music (VGM) is the soundtrack that accompanies video games. Early video game music was once limited to sounds of early sound chips, such as programmable sound generators (PSG) or FM synthesis chips. These limitations have led to t ...


References


Footnotes


Citations


Bibliography

* * * * *


External links


An Introduction To FM
by Bill Schottstaedt



by Gordon Reid

by Gordon Reid


mirror site of F.M. Synthesis, 2019
{{Sound synthesis types Sound synthesis types