Tuesday, 18 August 2015

Hearing aids & field-craft


Technology paves the future and begs its place at life's fireplace. In turn, our search for context or meaning, defined by a bucket-list, is omnipresent. Spurning the treadmill of vicarious experience, laundered through the virtual world, many life-tourists choose nature's-jungle-gym and it is in this space where our 'influence-on' and 'our-interaction-with' the environment has changed. We rely on our human-senses to record, interpret and respond to nature's-call. Most stop there but there is another way and that other way is what we'll look at in trying to understand why the obsessed pursue their birding with such passion. 
        
  
"The thing that bonds us are those special moments. It's a private thing, but I think it's something we all share." [Todd Newberry on "why birders 'bird' "]

White-bellied Sunbird
The modern world's frenetic pace is premised on electronic highways and yet the pursuit of birds continues to bumble along on hard-wired gravel. Why? - The answer to that lies in 'Traditional Field-craft' ... and our reliance on vision. Aided optically or otherwise, sight is unquestionably our primary sense. Fortunately both sight and hearing feature predominately in the avian world and because birds communicate by using visual and sound signals, as we do, we are able to tap into their comm's-network fairly easily.

Often misconstrued as a khaki-clad stalk to get-closer, 'Traditional field-craft' is broadly defined as the 'how to / what not to' manual - inclusive of a life-list of disciplinary / dress-code stipulations. These 'Stewards of Birding' lament their 'lost art', close-rank and focus myopically on hide-etiquette. It's a begrudged, false experience; a time-resistant arrogance premised on hubris and a crooked-crutch immortalized on an ancient sketchpad captured eons before when field-experience was a process of discovery. It's an obsolete idea.. As most birders eventually discover, field-craft is just an expression of ATTITUDE and PREPARATION.

A birder who has an unimaginative attitude and who sees a flock of birds and says 'I saw a flock of birds, I did, I did!' and continues on his way, is grade-appropriate and retained for insufficient application.. Faced with the same flock the experienced birder relishes the opportunity of finding different species and, with application and luck, a rarity. Attitude becomes knowledge, becomes experience, becomes field-craft.

Preparation, in turn, is a cross-over of foresight & logistical planning and would include:
  1. Route planning - general access and times of day to avoid eg: looking into the sun.
  2. Habitat requirements and targeted species selection; and
  3. a notebook / tablet to record field notes; and so on.
Given that vision was critical to our evolutionary survival we evolved forward-facing eyes and developed the sense of sight at the expense of our other senses. Notwithstanding, whatever the time of day, the advantages of birding by ear are unsurpassed. Most birds can be identified on songs or calls alone and with practice, identifying the songsters becomes just as simple as it would be by shape or by colour.

Getting to learn the songs & calls requires attitude, grit and some experience. Preparation is essential too and would include - 
  1. A field guide / recordings of bird songs; and 
  2. meticulous field- records and some imagination. Descriptions of songs & calls, captured in words, the birder's own words, will remind the birder of the rhythm, pitch or speed of the song or call. Relying on the 'peka-pikitty-chop-chop' of someone else's published imagination, is prevarication...
A note of warning! - Let your hearing dance lead when sight is either obscured or it's too dark to see. Apply wonky vision, early in the perceptual process and you could fall foul of the McGurk Effect ie:- What we see can influence what we 'hear'. It's a visual-auditory cross-talk or an illusion that occurs when the auditory component of one sound is paired with the visual component of another sound, leading to the perception of a different sound altogether.

River Warbler [Locustella fluviatilis]
The idea that birders accurately identify birds by 'overall impression / behaviour', rather than by colour, shape etc., is not only the hallmark of an A-class birder but also a focus-driven, automated response to visual stimulus. It's a skill acquired through disciplined application and focused learning rather than by osmosis through longevity. The same focus-driven learning applies in correctly identifying birds by song or call.

A simple up-slurred song or call
Although any exercise that helps birders focus more intently on song is beneficial, technology, fortunately, helps render subtle song or call into a visual representation of the sound. Since vision, rather than hearing, is dominant in the perceptual process, these renditions or sonograms are a short-cut to auditory success. The sonogram or, more accurately, the Audio Spectrogram, allows birders to 'see' a song or call; reveals intricacies of the bird's call and exposes the student to the many subtle differences in similar-sounding songs or calls that would otherwise go unnoticed in the field. Once familiar with the more difficult aspects of a song or call birders can more easily focus on these features.
Southern Boubou - [up-slur]
Tim Cockcroft, XC187362. Accessible at www.xeno-canto.org/187362.



Down-slur with harmonics









To make it possible to 'see' a composite sound audio is broken down into samples / segments, usually a millisecond (ms) [1/1000th of a second] in length. A more thorough investigation of band-pass filters or FFT is probably more than we need for the purposes of this discussion. Suffice to say an analyser checks each sample for sound. If audio is present the sound is analysed at each of many different frequencies to determine which frequencies are present at that point. The presence of any audio content is graphically represented by a dot at each frequency present at the time of the sample.

Eastern Long-billed Lark - [down-slur]
Dawie de Swardt, XC216682. Accessible at www.xeno-canto.org/216682.

Sound consists of travelling waves of alternating pressure and displacement. These waves are generated by vibration. In birds, song or call, is generated in the syrinx, an organ situated at the lower end of the trachea and at the junction of the two bronchi. To generate song or call the syrinx contains membranes which are activated /vibrated by the passage of air from the air sacs.

The number of travelling waves or 'cycles per second', is the frequency. Frequency is measured in Hertz where 1 Hertz (Hz)  = 1 'cycle per second'.

Harmonics - 'Musical' sound
An Audio Spectrogram, therefore, shows the evolution in time of sound frequency. Frequency is represented on the vertical axis and time on the horizontal axis. The amplitude / intensity ['loudness'] of any frequency, at any given time / sample, is represented by a gray-scale value from white ('loudness' = 0) to black (maximum intensity).

Interpreting an Audio Spectrogram takes a little practice and a basic understanding of the terminology used to represent sound. TONE refers to a sound's pitch, quality and intensity. A simple TONE or a sine wave is the purest of all sounds and has a single frequency only. A complex TONE is comprised of two or more simple tones or OVERTONES. The TONE of lowest frequency is the FUNDAMENTAL; the sounds stacked an octave higher than the next, with all but the lowest pitch being soft, are the OVERTONES or HARMONICS. A complex tone is much 'richer' than a simple sine wave. The more harmonics visible in the Audio Spectrogram, the more MUSICAL or 'richer' the sound.

PITCH refers to the degrees of 'highness' or 'lowness' of sound or, more accurately, the sensation of frequency. A high pitch corresponds with a high frequency whereas a low pitch = a low frequency. Expect six or seven basic pitch-patterns on an Audio Spectrogram:
  1. Monotone - sounds don't change in frequency and are represented as a horizontal line. 
  2. A 'rising' pitch or Up-slur - represented by a line tilted upwards. 
  3. A 'falling' pitch or Down-slur - the line tilts down.
  4. A rise followed by a fall in pitch is called an Over-slur. 
  5. Grey Plover - [under-slur]
    Eddy Scheinpflug, XC201561. Accessible at www.xeno-canto.org/2015
  6. A fall followed by a rise in pitch is an Under-slur
  7. A 'Trill' represents a pitch that varies quickly over both frequency and time.  
  8. 'Noise' is the simultaneous sounding of equal levels of pitch.
Let's park the theoretical aspects of Audio Spectrograms for the minute and look at some practical examples. The first example was a personal experience and since it pertains to my own experience we'll start there.

River Warbler - call
Thijs Fijen, XC188793. Accessible at www.xeno-canto.org/188793
River Warbler [Locustella fluviatilis] is, in the Southern Hemisphere at least, a prime candidate for skulker of the year and the reason it rates high-up on that list is its recluse-like nature. Generally 'silent', this furtive jester of the underworld is particularly merry in dankest, darkest Africa, a murk boasted in our wet-season.
River Warbler - trill [March only]
Matthias Feuersenger, XC247493. Accessible at www.xeno-canto.org/247493.

One month a year, in the austral summer, this apparition flaunts its brown splendour by serenading the gals from a few feet higher than its traditional tangled playground and it is precisely during this March-month of festivities when birders swoop on the songsters to score a glimpse, however fleeting.

River Warbler - in hand
Perversely most River Warblers arrive well before March and go about their business unannounced. How then, in the absence of their oft-recorded March-only trill, are they confirmed in situ well before they themselves confirm their arrival months later? The answer to that is easily explained by Audio Spectrogram. Like any recluse these birds value their solitude and when their harmony is disturbed they do exactly as expected, voice their displeasure. Fortunately their displeasure lacks much imagination and is replicated throughout the community. Spurned by most field guides this alarm-call / contact-call is repetitive, recognisable and one that birders can & should learn. The most complete way to do that is by Audio Spectrogram. ie: 'See' the call, recognise the subtle intricacies, take the knowledge to the field and viola, score a 'River' and you'll do so way before the riff-raff claim the same in March...

Expanded Audio Spectrogram - courtesy Dewald Swanepoel
The second example is more recent and confirmed so many of my own suspicions that the lesson itself is too important to dismiss. On this point I'm indebted to Dewald Swanepoel who supplied both the sonograms and a lucid explanation for the material in this example.

The sequence of events unfolded as follows:
  1. An unfamiliar song was recorded before sun-up. 
  2. The indistinct recording was sent to a local professional for identification.
  3. The song, as a stand-alone, was one of two species but based on the circumstances of the recording ie: habitat and time of call; the correct species was excluded in favour of the incorrect species. [Recall the McGurk Effect?]
  4. The song in question was reduced to Audio Spectrogram, compared with filed data, and the species-responsible correctly confirmed. 
The fact that the recorded song caused some consternation / confusion, even among the very best, is testament to the subtle intricacies of song or call across similar and even wholly unrelated species.

Reduced to Audio Spectrogram the 'mystery' songster was quite clearly Species A and not Species B; a visual confirmation of an auditory debate, sans any external visual stimulus / interference, other than from the graphical rendition of the vocalisation itself.

Courtesy Dewald Swanepoel
Dewald describes 'Species B' in his expanded Audio Spectrogram as follows:

'.. each phrase consists of 4 introductory notes, the first group of two being similar (high-low-high between 5.7 kHz and 4.4 kHz) and spaced 430 ms apart, the second group of two being similar (high-low between 4.8 kHz and 3.7 kHz) and spaced 240 ms apart as well as following 240 ms after the start of the second note in the first group of 2.

After these, the bird breaks into the trill which consists of these compound high-low-high-low sweeps at a very consistent rate of just ... over 10 notes per second. Each note consists of a high-low-high-low sweep from 6 kHz to 3.5 kHz, back up to 5.3 kHz and down to 2.5 kHz. Each compound sweep happens in the space of 50 ms with another 50 ms pause before the next compound sweep.'
Barratt's Warbler [Bradypterus barratti]


Dewald's understanding of the intricacies of sound, represented in an Audio Spectrogram, is advanced and we are indebted to him. Notwithstanding, even an unpracticed eye can 'see', by simple observation and at a glance, that the 'Mystery' bird is 'Species A' rather than 'Species B'.

If our impulse to use tools is the product of natural selection, then there must exist a feedback loop between technology and survival .. The only question that still begs an answer then is this -

- Is 'Traditional Field-craft' just organised technology resistance? 











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