|
Designing and
Evaluating In-car Speech User Interfaces
BY ANDREW
KUN
According
to the U.S. Census Bureau, Americans spend more than 100
hours a year on the road commuting. Given the large amount
of time that people spend behind the wheel, and the
increasing availability of computational resources that can
now operate in a vehicle, many companies have been
introducing in-car devices such as GPS-based personal
navigation devices.
While
interacting with aftermarket devices in cars is relatively
new for most of us, police officers operating cruisers have
had to deal with a multitude of brought-in devices for a
while. Police cruisers are routinely equipped with lights,
sirens, radios, radars and even laptops, all of which are
considered essential tools to be used while an officer is
driving.
But, how
should drivers, be they morning commuters or law enforcement
professionals, interact with the growing number of in-car
devices? With more and more states adopting legislation
barring the use of mobile devices in cars, speech user
interfaces that allow drivers to control in-car devices are
becoming increasingly common. Our lab at the University of
New Hampshire has deployed the
Project54 system, which integrates electronic
devices in police cruisers and provides a speech user
interface to them. The Project54 system is currently
deployed in close to 1,000 cruisers in over 170 law
enforcement agencies in New Hampshire as well as in over 150
cruisers in other states. Thus, officers of the New
Hampshire State Police can issue voice commands to change
channels on their VHF radios, turn on patrol lights, or
initiate remote database queries for information on driver
licenses and vehicle registrations.
How well do
people drive while using a speech interface? The case of
changing police radio channels is instructive. In a recent
driving simulator study we evaluated the effects on driving
performance of two modes of interaction with the police
radio: using voice commands and using hardware buttons. We
evaluated driving performance by calculating the variances
of lane position, steering wheel angle and velocity (for all
three variables a lower variance indicates better driving
performance). We found that participants performed
significantly better on the driving task when using voice
commands. The image above shows our driving simulator.
Of
course, drivers still need their hands to operate in-car
speech user interfaces, since all commercial systems,
including the Project54 system, require a push-to-talk (PTT)
button. We are currently exploring a novel way to provide
PTT functionality to the driver, via a PTT glove (see photo
to the left shows our PTT glove).
The PTT glove has push-buttons under the thumb and the index
finger. The driver can press either of these digits against
the steering wheel to initiate a speech command. We expect
that the PTT glove is easier to use than a fixed PTT button
since it does not require the driver to locate a button on
the steering wheel - the PTT button is always under the
driver’s thumb (or index finger). Preliminary driving
simulator results are encouraging.
For driving
performance to be satisfactory, drivers need to keep their
eyes on the road. An in-car device, or the paper directions
you printed out before your trip, can distract you from the
road ahead with potentially dire consequences. In our latest
study we compared the effects of three types of navigational
aids on visual attention: paper directions, GPS-based
navigation aids with voice prompts and LCD screens, and
GPS-based navigation aids with voice prompts only. We
evaluated participants’ gaze directions using an eye tracker
installed in our simulator (a screen shot of the eye tracker
output is shown below). Our results indicate that navigation
aids that only provide voice prompts will reduce visual
attention the least. However, taking away the LCD screen may
be a tough sell: our participants preferred having the LCD
screen over receiving driving instructions provided only via
voice prompts. Finding out why this is the case is the
subject of future work.
For reports
on our progress please visit
www.project54.unh.edu and
www.eceblogger.com.
|