Scott Smitelli

Everybody Imitates Hypnotoad

HypnotoadAll glory to the Hypnotoad! Anybody who follows Futurama with any degree of loyalty has undoubtedly seen the Hypnotoad at least once. With a cold stare and an ominous hum, this creature can hypnotize almost any living thing to do its bidding. But you don’t need me to explain any of this. Read the Wikipedia article yourself.

My real interest has always been in the sound effect:

(Download: flac mp3 wav)

There’s not a lot of information about it available on the internet. In fact, most of what you’ll find is pure conjecture. But there are a few things I accept as fact based on the commentaries on the DVD sets (specifically, from “The Day the Earth Stood Stupid” and “Bender Should Not Be Allowed on TV”):

There has also been a great deal of fan speculation about the origin of the sound. Some claim it’s the sound of the Millennium Falcon’s engines, slowed down and played in a loop. Others claim it came from an ancient video game called Yar’s Revenge. I personally disagree with the Millennium Falcon comparison, and I don’t hear the sound in any videos I’ve found of Yar’s Revenge gameplay, so I’ll have to disagree with that one as well.

In fact, I’m not even sure it’s something that would’ve shipped with an editing package. It’s actually a pretty obnoxious sound. If you were working on a deadline and slipped up on your editing workstation, I’m sure the last thing you’d want to hear is that sound blaring through your monitor speakers. Although it’s entirely possible that they’re misremembering the sound the editing machine made… It could very well have been playing Utopia Error.wav:

(Download: flac mp3 wav)

There’s a slight bit of similarity. I could see how somebody could mix the two up in their memories. Although God help those editors if they were actually working on the type of Windows 9x-based system that included that sound scheme…

In my short time as a film sound designer, I’ve been able to dig through a few sound libraries. I’ve run across dozens of sounds that you hear constantly in movies and TV shows… the sound of those stupid kids giggling, the red tailed hawk, that office phone that they overuse in “24,” and practically every door and platform sound in the original Doom. But nothing like this sound. And certainly nothing with the name “Angry Machine.”

On a whim, I captured the sound effect from the last scene of of “Bender Should Not Be Allowed on TV” There is another instance of the sound effect after the closing credits, during The Curiosity Company’s logo card. That recording appears to be in stereo on the English language track, but in reality it is a mono sound with the left channel delayed 12.5 ms and attenuated by 4 dB. This creates an illusion of stereo, but the underlying sound remains mono. and loaded it in Adobe Audition:

Angry Machine, spectral view

Angry Machine, spectral view

In this graph, a constant tone would appear as a bright horizontal line. Likewise, a transient sound (like a hand clap) would appear as a vertical line. This graph really doesn’t show either of those properties. It’s more like pure noise. In fact, simple “white noise” would appear as a solid block of yellow. If you look closely, you’ll see some patterning and repetition along the horizontal (time) axis, which indicates that there is a bit of echo or reverb applied to the noise. Also, the fact that some frequency bands are brighter than others indicates that there is some filtering going on, undoubtedly to make it sound deeper.

Angry Machine, frequency response

Angry Machine, frequency response

In this graph, we see the frequency response. It is loudest in the 100–300 Hz range, which gives it its fundamental deepness. It ramps off slowly, with a second peak near 4 kHz. It ramps off very quickly after that. There is a spike at 15.734 kHz, caused by a NTSC television monitor whose horizontal retrace frequency leaked into the audio path. (That’s actually a lot more common than you might think, and not just in film/TV. I’ve seen a lot of it in recorded music as well.) The sharp drop above 20 kHz is caused by the lossy audio compression in the DVD format, which throws out frequencies that it feels the human ear can’t detect.

Armed with these two graphs and a lonely night, I set out to figure out exactly what this sound was.

Audition knows how to make three types of noise: White, Pink, and Brown. I made a sample file of each and compared their frequency responses:

Comparison of white, pink, and brown noise frequency distribution

Comparison of white, pink, and brown noise frequency distribution

White noise is represented by the green line, Pink noise by the red line, and Brown noise by the yellow line. You heard me. After comparing the three, it seemed that Brown noise was the closest to the frequency response of Angry Machine. To clear up misconceptions, Brown noise is not a mythical sound that causes people to soil their pants… In fact, it’s not even named for the color at all. It’s named after Robert Brown, and the mathematical pattern (Brownian motion) the noise is made from.

Settings for Audition's "Generate Noise" function

Settings for Audition’s “Generate Noise” function

I created a 3-second file of Brown noise at the highest intensity it would allow:

(Download: flac mp3 wav)

Hmm… doesn’t really have that echoey quality to it. Let’s add some delay:

Settings for Audition's "Delay" plugin

Settings for Audition’s “Delay” plugin

The original sound effect seems to have evidence of delay at about 50ms and 25ms, which I honestly just eyeballed from the spectral graph. I ran the plugin at 50% for 50ms of delay first, then re-ran it at 50% with a 25ms delay:

(Download: flac mp3 wav)

Now we’re getting somewhere.

But still, comparing it to the original file, the frequency response still seems wrong. While Angry Machine has powerful lows and a gradual drop-off, our file is still flatly sloped, just like the yellow line in the noise type comparison. Enter the FFT filter:

Settings for Audition's "FFT Filter" plugin

Settings for Audition’s “FFT Filter” plugin

I drew this goofy-looking curve through a series of trials (and program crashes). I would tweak a point, apply the effect, and compare the result to the original file. I would then undo, go back, and keep trying. Eventually, I got it pretty close to perfect. As best as I can estimate, here are the points I had drawn:

FrequencyAmplification
21 Hz-30 dB
60 Hz+6.6 dB
250 Hz+19.2 dB
2,350 Hz+0 dB
3,800 Hz+17 dB
4,400 Hz+13.8 dB
8,400 Hz+7.2 dB
8,425 Hz-19.2 dB
16,500 Hz-13.2 dB
22,050 Hz-30 dB

Hey now, that’s pretty good!

(Download: flac mp3 wav)

In fact, I think we’re at a stage now where we can actually compare it to the original file:

Spectral comparison of the generated sound and the original Angry Machine

Spectral comparison of the generated sound and the original Angry Machine

My file is on the left, the original Angry Machine is on the right. For even more proof that these two guys are pretty dang close:

Frequency comparison of the generated sound and the original Angry Machine

Frequency comparison of the generated sound and the original Angry Machine

Mine is in green above, the original Angry Machine is in red. There are perhaps additional modifications to try—the original Angry Machine has a grittier sound as far as amplitude/loudness is concerned. A compression or distortion pass might bring the replica even closer to the original. Still, considering we started with nothing, we have come quite far.

So there you have it. I don’t think the Angry Machine effect is from anything at all. It’s just something that somebody synthesized and digitally processed. Who originally did it, and for what purpose, I can’t say. But at least now we can have some closure. Not that anybody really cared that much about it anyway.

I’ll leave you with a 15-second version of my effect, which I call “Angry Stereo.” I named it that because it was built from Brown noise with the “Independent Channels” option set. That gives it a nice effect that’s not present in any of the Futurama appearances: it’s in stereo.

Enjoy:

(Download: flac mp3 wav)

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