Automatic detection and annotation of eastern Caribbean sperm whale codas
Guy Gubnitsky,
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Yaly Mevorach,
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Shane Gero
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et al.
Scientific Reports,
Journal Year:
2025,
Volume and Issue:
15(1)
Published: April 14, 2025
Language: Английский
Dr. Doolittle uses AI: Ethical challenges of trying to speak whale
Biological Conservation,
Journal Year:
2024,
Volume and Issue:
295, P. 110648 - 110648
Published: May 31, 2024
Artificial
intelligence
(AI)
technologies
are
increasingly
used
in
conservation
practices,
e.g.,
to
prevent
poaching
or
inventory
wildlife.
Another
area
of
application
is
using
AI
decode
animal
vocalisations
understand
better—and
subsequently
better
protect—the
animals.
It
has
already
been
applied
different
species,
including
various
whale
species.
Whales
have
complex
that
for
sexual
selection,
coo
their
young,
echolocation,
and
as
a
form
communication.
Scientists
deploying
underwater
microphones
(hydrophones),
robotic
fish,
tags
record
vocalisation.
identify
vocalisation
patterns,
meaning,
digitally
recreate
these
sounds
communicate
with
them.
Understanding
translating
into
something
humanly
understandable
aims
at
helping
movements
protect
them
from
ship
strikes
bycatch
reduce
sonar
interferes
echolocation.
Using
holds
potential
benefits,
but
it
also
comes
several
risks.
We
describe
current
projects
use
decipher
the
humpback
sperm
whales
(Section
3).
introduce
six
ethical
challenges
applying
highlight
what
needs
be
addressed
establish
practices
responsibly
4).
These
anthropomorphism,
privacy
rights,
cultural
emotional
harm
whales,
technological
solutionism,
ineffectiveness
conservation,
gender
bias.
This
paper
critically
evaluates
analyse
vocalisation,
concluding
many
benefits
conservation;
however,
try
speak
ethically
problematic
because
emotional,
physical,
caused
whales.
Language: Английский
Coda clicks are intended for close kin
Journal of Experimental Biology,
Journal Year:
2024,
Volume and Issue:
227(4)
Published: Feb. 15, 2024
A
group
of
sperm
whales
swimming
near
the
surface.
Language: Английский
The active space of sperm whale codas allows for communication within and between social units
Journal of Experimental Biology,
Journal Year:
2024,
Volume and Issue:
227(15)
Published: Aug. 1, 2024
Jacobs
et
al.
(2024)
recently
published
a
powerful
analysis
of
apparent
source
levels
from
acoustically
localised
sperm
whale
codas,
using
it
to
estimate
that
the
active
space
these
vocalisations
is
around
4
km.
This
an
important
step
forward
in
our
understanding
how
may
function,
and
we
congratulate
authors
on
rigour
their
analysis.
However,
have
disagreements
with
framing
interpretation
results
felt
were
best
addressed
letter.Our
motivations
for
writing
are
twofold.
The
first
correct
record
regarding
frame
work.
second
critically
evaluate
claim
km
means
codas
do
not
function
communicate
between
units.First,
motivate
hypothesis
'on
par'
acoustic
footprint
social
unit
by
asserting
made
specific
claims
about
communication
over
'long
range'
or
'larger
distances'
(neither
specified)
[Introduction,
para
5:
'Such
small
is,
turn,
incompatible
proposed
long-range
coda
broadcasting
clan
identity
beyond
(Gero
al.,
2016a,b;
Rendell
Whitehead,
2003).'
Introduction,
6:
'Rendell
Whitehead
(2003)
suggest
could
mediate
segregation
observed
clans
unit's
other
units
larger
distances
before
engaging
close-proximity
interaction.'],
citing
paper
ours
(Rendell
2003).
We
did
fact
make
any
long
range
paper.
If
there
passages
give
impression
reported
claims,
hope
can
identify
them
so
be
clearer
expression
going
forward.
one
field-derived
they
quote
600
m
(Weilgart
1997)
<1/6
estimates
present,
while
book
same
year
as
cited
paper,
us
inferred
∼2
(Whitehead,
2003,
p.
135),
part
collaboration
documented
short
(<400
m)
exchange
interactions
argued
support
primary
functional
bonding
within
(Schulz
2008).
never
suggested
used
(presumably
tens
kilometre
more)
ranges.Second,
does
preclude
functioning
groups,
contest
[Title:
'…information
intra-unit
communication';
Abstract:
'We
conclude
contain
information
affiliation,
moderate
shows
clans';
unit';
Discussion,
1:
'Our
…
strongly
supports
primarily
within-unit
communication'].
Clearly
matters
here
what
meant
this
context
–
without
specifying,
present
synonymous
units.
While
agree
likely
major
cannot
set
aside
another
feature
structure
different
dialect
almost
form
coordinated
groups
study
areas
Southeast
Pacific
2003),
well
Caribbean,
where
habitat
use
organised
vocal
lines
(Vachon
2022).
despite
presence
area
(Whitehead
Rendell,
2004;
Vachon
2022),
that,
Pacific,
consist
temporary
accretion
2–3
time
scales
2
few
days,
regularly
making
decisions
which
group
How
if
specifically
associate
with?A
scenario,
based
way
ourselves
encounter
field,
cue
received
when
come
into
proximity
louder
echolocation
clicks.
tells
listeners
whales
but
only
approach
closer
codas.
might
reach
across,
produced
animals
periphery
will
detectable
up
away
edge
unit.
At
point,
both
decide
whether
avoid
still
each
other,
obviating
need
close
interaction.
equipment
methods
Caribbean
areas,
field
experience
similar
both.While
evolved
units,
once
signals
emitted,
become
public
cues.
natural
selection
consequences
would
subject
processes
signal
evolution
between-unit
also
(for
example,
increasing
chances
find
benefit
increased
protection).
There
therefore
no
reason
question
either/or
perspective
operate
contexts.
Pluripotent
signals,
has
multiple
functions,
known
animal
(Hebets
2016)
nothing
evidence
precludes
this.
Duets
choruses
birds,
flexible,
context-dependent
(Mennill
Vehrencamp,
2008)
see
should
true
whales,
exchanges
often
characterised
duets
2008).We
allows
Language: Английский
Response to ‘The active space of sperm whale codas allows for communication within and between social units’
Journal of Experimental Biology,
Journal Year:
2024,
Volume and Issue:
227(15)
Published: Aug. 1, 2024
We
thank
Rendell
and
Whitehead
for
their
kind
words
on
our
study,
we
welcome
the
opportunity
to
discuss
how
sperm
whales
communicate
with
clicks.When
dedicated
soccer
fans
of
Manchester
United
Liverpool
enjoy
a
lunch
at
home
families
before
game,
quiet
conversations
mediate
family
unit
social
interactions
have
small
active
space
few
tens
meters
address
nearby
audience
around
kitchen
tables.
When
same
from
each
club
later
join
fan
groups
walk
stadium
Sunday
match,
they
employ
very
different
many
hundreds
by
loudly
announcing
football
clan
affiliation
easily
identifiable
club-specific
songs
passed
down
through
generations.
Such
clear
culture-specific
vocal
displays
'us'
versus
'them'
likely
been
us
as
long
humans
beyond.
In
paper
2003,
(2003)
lay
out
similar
scenario
proposing
that
Morse
code-like
click
patterns
whales,
so-called
codas,
serve
acoustic
markers
cultural
are
communicated
between
units
inform
decisions
whether
join.
Specifically,
based
idea
codas
give
identity,
write,
'We
suggest
coda
dialect
performs
signature
function
in
this
context,
allowing
identify
other
within
highly
mobile
whale
society…'.
recent
size
(Jacobs
et
al.,
2024),
motivate
parts
testable
hypotheses
statement
when
writing
'…the
proposed
long-range
communication
broadcasting
identity
beyond
(Gero
2016a,b;
Whitehead,
2003)."
if
seek
assortment
clan,
it
seemed
obvious
citing
must
extend
separation
animals
unit.However,
reply
paper,
correctly
note
never
explicitly
wrote
'long
range'
signals,
proceed
present
hypothetical
could
between-unit
recognition
without
requiring
median
larger
than
∼4
km.
speculate
hears
loud
echolocation
clicks
foraging
(Watwood
2006)
another
unit,
may
then
approach
detection
range
clicks,
individuals
outskirts
two
being
able
hear
or,
perhaps,
exchange
allow
identification
close
enough
one
another.However,
because
vast
majority
not
produced
separated
(Oliviera
2016),
unlikely
produce
detectable
clan-identifying
time
frame
passing
other:
tend
move
horizontally
about
4
km
per
hour
(Jaquet
1999),
so
actually
be
assign
membership
them
requires
close.
Thus,
findings
additional
supporting
evidence
provided
(Weilgart
1997;
2003)
make
agree
can
used
information
units,
but
only
together,
offer
an
ineffective
way
radiate
much
footprint
unit.Irrespective
stimulating
discussions
such
hypotheticals
be,
Correspondence
face
fact
quantitative
data
spread
amongst
navigate
together
even
less
typical
distances
movements
over
scales.
To
further
compound
problem,
both
these
or
spreads
vary
clans
ocean
basins
differences
group
sizes
movement
behavior
which
demonstrated
(Whitehead
Rendell,
2004;
2012;
Vachon
2022).
part,
point
out,
problem
arises
spatial
scales
any
research
vessel
address.While
study
demonstrates
most
reach
given
also
suggests
biomechanically
capable
producing
louder.
This
begs
question
why
don't,
is
important
mediating
dynamics
encounter
another.
turn,
write
Correspondence,
do
'almost
never,
ever,
form
coordinated
groups'
using
specifically
associate?
For
us,
crux
science
hand
posit
takes
critical
step
answering
this.
It
still
unknown
what
features
might
encode
interactions,
nor
understand
required
individual,
exchanges
needed,
made
passively
upon
hearing
distant
units.Based
current
species,
seems
truly
quantify
rate
encounters
distance
regard
in-group
biased
associations
emergent
segregation
clans.
Research
conducted
single
vessel,
equipment
detect
louder
across
10
km,
cannot
biologically
relevant
scale.
Particularly
tracking
protocols
towards
staying
loudest
during
'group
follow',
especially
overnight
no
cues
available,
means
remain
closer
center
unit.
biases
observations
focal
dramatically
increases
chances
missing
potential
'swim-by'
detecting
echolocation,
perhaps
codas;
creates
apparent
lack
real
empirical
studies
directly
test
it.
involving
wide-scale
hydrophone
arrays,
multiple
platforms
concurrent
long-term
GPS
sound
recording
tags
deployed
sympatric
needed
distribution
context
discussed
here.In
conclusion,
last
25
years
has
strong
physically
multilayered
structure
exchanged
remains
understood.
Our
views
will
hopefully
future
playback
large-scale
provide
more
complete
understanding
functional
use
socio-spatial
top
predators
ocean-scale
ecosystems.
Language: Английский