Understanding and Applying Fletcher-Munson Curves
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Joseph Campo
Founder & Engineer

Wednesday, December 28, 2022

Understanding and Applying Fletcher-Munson Curves

The realm of audio mixing is intricate, with several principles guiding the hands of mix engineers towards producing sonic marvels. Among these principles, the Fletcher-Munson curves are a cornerstone. This comprehensive guide aims to dissect the Fletcher-Munson curves, elucidate the science of loudness perception, and unveil how mix engineers utilize these curves to enhance the quality of audio mixes.

Unveiling the Science: Fletcher-Munson Curves

The Fletcher-Munson curves, established by Harvey Fletcher and Wilden A. Munson, are a set of equal-loudness contours illustrating the ear's sensitivity to different frequencies at various loudness levels. The duo conducted extensive psychoacoustic experiments to understand how humans perceive the loudness of pure tones at different frequencies and levels. The resulting curves depict that the human ear is more sensitive to frequencies between 1 to 4 kHz and less sensitive to very low or high frequencies. At lower volumes, the sensitivity towards low and high frequencies diminishes significantly, a phenomenon known as the bass and treble turn-down effect.


Equal-Loudness Contours: The Backbone

The curves manifest as a series of contours on a graph where each contour represents an equal perceived loudness level across the frequency spectrum. Each contour shows that to maintain an equal perceived loudness, the physical level of low and high frequencies needs to be boosted as the volume decreases. This graphical representation acts as a roadmap for mix engineers to comprehend how different frequency levels would be perceived in terms of loudness by the human ear.

Leveraging Fletcher-Munson Curves in Audio Mixing

Armed with the insights from the Fletcher-Munson curves, mix engineers venture into the realm of audio mixing with a scientifically backed understanding of how listeners perceive loudness across the frequency spectrum. This understanding is instrumental in various stages of audio mixing, right from level balancing to the final mastering.

Level Balancing: A Precise Act

The application of Fletcher-Munson curves to level balancing is best demonstrated by example: In a scenario common across most modern genres, a mixer is tasked with balancing a track featuring a dense arrangement, including a rhythm section, layered synths, lead vocals, and backing harmonies. During the chorus, where all elements converge, the lead vocals might bump elbows with the synths, and at lower playback volumes, the kick drum and cymbals may lose their punch.

Drawing from the Fletcher-Munson curves, the mixer employs a multiband compressor on the synth bus, side-chained with the output of the lead vocal track, to duck the synth’s upper midrange when it plays together and only when—as they play together, their upper midrange frequencies fight for space in the arrangement. This creates a pocket for the vocal to cut through while preserving the energy of the synths (“vocal pocket,” by the way, refers to a section within the frequency spectrum that is either inherently open because no instruments play their fundamental notes there or space within the spectrum that is surgically carved out of competing instruments by the mixer).

Addressing the rhythm section, the mixer might apply parallel compression on the drum bus to enhance the kick’s low-end thump and the cymbals’ high-end sparkle. Additionally, they might set up an automated EQ to slightly boost the low and high ends during quieter passages, ensuring the rhythm section maintains its impact across varying playback levels. Through these strategies, the mixer can create a balanced mix that translates well across different listening environments and playback systems.

Equalization: Shaping the Tone

When approached with an understanding of the Fletcher-Munson curves, equalization transcends the basics to a realm where precise tonal shaping is achieved based on psychoacoustic principles. For instance, the curves can be used to maintain clarity and separation among the elements, which is imperative in mixing a dense rock track with multiple guitar layers, vocal harmonies, and aggressive drumming.

A seasoned mixer knows that since our ears are most sensitive to the upper midrange, we perceive EQ moves in that range—especially around 3 kHz—as proportionally more significant than the same boosts or cuts made to the lows or highs. Thus, when a mixer encounters a scenario where boosting the high-mids to add presence makes an element too harsh, they employ the Fletcher-Munson curves, choosing instead to affect the perceptually more forgiving areas of the sound (lows, low-mids, and highs).

In other words, a “boost” may be achieved by reducing the level of all the other frequency ranges relative to the desired “boost” range. If the result is too “hard” sounding, the mixer can make the effect more “squishy” and forgiving by making the cuts dynamic—setting them to react to the incoming signal and have the most significant effect at the signal’s peaks.

This move is especially effective for mixes that will be played back at higher listening levels. Additionally, surgical notch filtering that carves out specific clashing frequencies from both upper-midrange elements simultaneously (either through bus processing or siamese / yin-yang side-chained dynamic EQs) ensures each element has its own space in the mix. A seasoned mixer with a powerful computer might take this further and use a linear-phase EQ to make adjustments without affecting instrument phase relationships.

Through dynamic and surgical EQ techniques, guided by the Fletcher-Munson curves, the mixer can achieve a clear, well-defined mix that translates well across different listening environments and playback systems.

Dynamic Processing: Crafting the Dynamics

In the context of a hip-hop track, dynamic mix processing is paramount to achieving a hard-hitting yet balanced mix. Consider a scenario where a mix engineer works on a track with a dominant kick drum and a snappy snare coupled with a low-end heavy bassline. As hip-hop tracks often thrive on a powerful low end and a textured snare, achieving the right balance is crucial.

Referring to the curves, the engineer understands that at lower listening levels, the low end will not be as audible to the listener, allowing the snare, which usually resides in the more sensitive mid-frequency range, to dominate the mix. Knowing this, he can set his levels appropriately for the desired effect without allowing sounds like the snare, which, although technically quieter, are perceptually louder than their frequency-neighbors.

To address this, the engineer could employ multiband compression, allowing different compression settings across different frequency bands. By setting a lower threshold for compression in the low-frequency band (below about 200 Hz), the engineer ensures that the kick drum and bass maintain their presence at lower listening levels. Additionally, the engineer might slightly boost the low-end during quieter passages to maintain a consistent perceived bass level throughout the track.

Conversely, they might set a higher compression threshold for the mid-frequency band (around 1 to 4 kHz) where the snare resides to prevent it from overpowering the mix at higher listening levels. This way, using the Fletcher-Munson curves guides the engineer in making informed dynamic processing decisions to maintain a balanced and impactful mix across a range of playback levels.


Frequency Balancing in Mastering

A great example of Fletcher-Munson curves used in mastering is in the context of a complex orchestral piece. A mastering engineer might face the challenge of maintaining clarity and balance among various instruments across the frequency spectrum. The piece might have a rich low end from double basses and cellos, a detailed midrange from violins and woodwinds, and a sparkling high end from piccolos and cymbals. However, upon playback at lower volumes, the richness of the low end and the sparkle of the high end might diminish, leaving the midrange to dominate the mix.

The mastering engineer knows that equal-loudness contours affect how listeners perceive the various mix elements at different playback levels. To address this, they employ dynamic equalization or multiband compression to gently boost the low and high ends during quieter passages, ensuring that the tonal balance of the mix remains consistent. Additionally, they might use mid-side processing to boost the side information in the high end slightly, adding a sense of width and sparkle to the mix without affecting the crucial midrange information.

Moreover, the engineer might employ a high-resolution linear-phase equalizer to make subtle adjustments in the frequency balance, ensuring that phase relationships between instruments are preserved while achieving the desired tonal balance. By referencing the Fletcher-Munson curves and employing advanced processing techniques, the mastering engineer can navigate the complex frequency relationships in the orchestral piece, ensuring a balanced and engaging listening experience across various playback levels and systems.

Loudness Normalization in Mastering: Meeting Standards

In the streaming era, loudness normalization has become a standard practice to ensure a consistent listening experience across various tracks and albums. The Fletcher-Munson curves remain a relevant tool during this process. For example, while aiming to meet the -14 LUFS standard set by Spotify, a mastering engineer might use the curves to understand how the perceived loudness of the mix will change at this standardized level.

They may find that the mix loses some of its low-end punch and high-end sparkle at this level due to the ear's decreased sensitivity to extreme lows and highs at lower volumes. By making informed equalization and dynamic processing decisions based on the Fletcher-Munson curves, the engineer can ensure the mix retains its intended tonal balance and emotional impact, even after loudness normalization.

Conclusion

The Fletcher-Munson curves are not just historical psychoacoustic artifacts but are living, breathing guides that continue illuminating the path for audio engineers in the digital age. By diving deep into the science of loudness perception and understanding the practical applications of the Fletcher-Munson curves, mix engineers are better equipped to craft sonically pleasing and well-balanced mixes that resonate with listeners irrespective of the playback system or environment.