What does your voice say about you?
Your accent can nod to where you come from; the pace of your speech can reveal your emotional state; your voiceprint can be used to identify you.
Linguists, companies and governments are now parsing our voices for these details, using them as biometric tools to uncover more and more information about us.
While a lot of this information is used to make our lives easier, it has also been used to controversial and worrying effect.
And the next frontier of voice technology means we may not be able to trust what we hear even if we appear to have said it ourselves.
Much like a fingerprint, we all have a unique voiceprint.
Its distinctiveness is a product of our differently-shaped bodies, our throats, our larynxes, mouths and tongues.
These days it's common to confirm your identity with your voice to log into your bank, access your ATO file, or unlock your phone.
But the use of voiceprints has a longer history than you might think.
"By the early 20th century, vocal portraits were added to archives of criminal records in police departments across Europe and the United States," says Xiaochang Li, assistant professor of communication at Stanford University.
"These recordings were used for a number of forensic purposes, from identification to physiognomy, which is tied to eugenics."
The portraits were used not so much to identify a single person, but to try and identify characteristics of criminality across a population.
Researchers believed the voice could reveal age and class but also uncertainty, obfuscation or lies.
But use of these portraits failed to take hold, in part due to the technical constraints of reproducing the recordings.
Fast forward to 1944 and the mighty R&D company Bell Labs credited with developing radio astronomy, the transistor, the laser and the photovoltaic cell was researching the sound spectrograph.
It's a visual representation of sound that maps frequencies and their intensities.
They were attempting to map qualities of the voice pitch, rate of speech, missing harmonics to identity.
They couldn't conclusively prove which features signalled markers of identity, but the sound spectrograph would become instrumental in the use of the voiceprint for identification because it's much faster for a computer program to look at an image of sound than to listen in real time.
And now voice ID systems such as Nuance, Verint and Pindrop are replacing customer service representatives in banks, call centres and government agencies around the world.
But what if you are looking to identify qualities in the voice that don't present in a sound snapshot? Qualities that shift and change over your lifetime like your accent?
In the early 2000s, as part of the asylum seeker application process to Australia, applicants who arrived without papers were asked to take a language test.
Not a test to confirm their ability to speak English, but a linguistics test to confirm their country of origin.
Tim McNamara, a professor of applied linguistics at the University of Melbourne, says it was first introduced in Sweden in 1993.
"The Swedish government decided to use the way people spoke as part of the process the likelihood that the person is from where they claim to be from," he says.
If done properly, a Language Analysis for the Determination of Origin (LADO) test would employ a trained linguist to elicit speech samples from the applicant that would place them on one side of a border or another.
Your phone and other personal computing devices know an awful lot about you.
However, in Australia the test was often conducted by another asylum seeker who could speak the language, or a translator who spoke a similar dialect.
"I think language verification results are appalling," says Sanmati Verma, accredited immigration law specialist at Clothier Anderson Immigration Lawyers.
"In the context of displaced refugee communities folks have not been to school, they are living in ethnocised ghettos, they haven't been interacting with members of local population there is no way to determine through language where they are truly from."
Professor McNamara, with a group of international linguists, wrote a set of guidelines that say if LADO is to be used, there are ways to sharpen the tool: use qualified linguists, better understand how language moves across borders, and allow for uncertainty.
"The real problem with LADO is that it is done badly, and it's done cheaply. And the courts want black and white, but there has to be room for doubt," he says.
LADO is still being used by several governments in Europe and the UK, but Australia has exchanged the test in favour of constructing a person's narrative, a process that has also attracted criticisms.
Nonetheless, the decisions within the application process are still being made by humans. What happens when we hand over the reins to automated systems?
Public services such medical systems and government departments are turning to automation to find efficiencies and to meet increasing demand.
Dial the ATO and your voiceprint can be matched in less than 30 seconds by a computer algorithm, forgoing minutes of security questions.
Beyond the simple voiceprint, companies at the frontier of voice tech suggest they can sort for all kinds of different traits, such as our emotional states.
Earshot is about people, places, stories and ideas, in all their diversity.
The next time you dial a call centre you could be triaged by an AI voice for how stressed you sound over the phone.
One company, Clearspeed, even promises to be able to hear risk in the voice, through an automated questionnaire.
CEO Alex Martin says its algorithms are looking for the "acute threat response, in concert with what is known as cognitive effort".
"These are the things that collide and impact speech phonation, resonating impacts of speech and that's what we're detecting and measuring."
For instance, a job applicant answers a set of tailored yes/no questions over the phone, and they are flagged low to high risk. Low risk, they go onto an interview; high risk, their application is reviewed.
"Everyone should be able to say no and have absolutely no problem in their response. Their no looks normal in our model and we score it as low to average risk. But if there is neurophysiological reaction, depending on the amount of reaction it could be scored as potential risk or high risk," Mr Martin explains.
Clearspeed is concerned with clearance problems, assessing hundreds of applications quickly, automatically, and says its tool should be used in constellation with standard practises.
But as more systems are automated, the role of humans and human judgement is diminishing.
Is artificial intelligence sexist?
"Judgement is what happens when we face a decision that doesn't have a pre-coded answer," says Mark Andrejevic, professor of communication at Monash University.
"Most of the meaningful decisions we make in our lives are not syllogistic, [meaning] they cannot be reduced to a set of logical principles building on a few givens."
He cautions against automating too many decisions in our lives.
"Automation is really good for those syllogistic decisions. But we want to avoid handing over the non-syllogistic decisions because it reduces the capacities we need to live a life in common."
And then there's next frontier in voice technology, where we do away with our bodies altogether.
In the past couple of weeks, a new voice synthesis product was released.
Overdub proposes to create ultra-realistic text-to-speech of your own voice.
Using 10 minutes of recorded audio of your voice, it creates a clone of your voice, which you can make say anything you want.
All you have to do is type the desired sentence to the web app, and out it comes your voice, as if you'd said it using your throat, larynx, mouth and tongue.
The implications of text-to-speech synthesis are manifold, exciting and terrifying.
Photo editors made us doubt images, video editors resulted in deep fakes soon we will not be able to trust what we hear. Even if we appear to have said it ourselves.
I created a voice clone to test whether "she" would pass as the narrator of my Earshot documentary.
And the process revealed the elegance and the clumsiness of the tech. To train the AI, I had to repeat prescribed sentences and inflect them with joy or anger or sadness, as if the AI needed emotional training too.
When my voice had been cloned and I heard the first utterances of "her", I was amazed at the reproduction but listening more closely the odd vowels and strange phrasings came into focus, and the uncanniness I first heard started to come undone.
But, in terms of this technology, we are only at the beginning.
Our voices are shifting from representations of us to technological tools. Tools that we can learn how to use to redefine ourselves, for us and for who is listening.
Get more stories that go beyond the news cycle with our weekly newsletter.
Link:
Your voice says a lot about you and AI is listening - ABC News
- World Health Organization reference values for human semen characteristics [Last Updated On: August 17th, 2024] [Originally Added On: April 6th, 2010]
- Economic consequences of overweight and obesity in infertility: a framework for evaluating the costs and outcomes of fertility care [Last Updated On: August 17th, 2024] [Originally Added On: April 6th, 2010]
- Maternal metabolism and obesity: modifiable determinants of pregnancy outcome [Last Updated On: August 17th, 2024] [Originally Added On: April 6th, 2010]
- Brain imaging studies of appetite in the context of obesity and the menstrual cycle [Last Updated On: August 17th, 2024] [Originally Added On: April 6th, 2010]
- The impact of body mass index on semen parameters and reproductive hormones in human males: a systematic review with meta-analysis [Last Updated On: August 17th, 2024] [Originally Added On: April 6th, 2010]
- Options for fertility preservation in prepubertal boys [Last Updated On: August 17th, 2024] [Originally Added On: April 6th, 2010]
- Xenografting of testicular tissue from an infant human donor results in accelerated testicular maturation [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Karyotype of miscarriages in relation to maternal weight [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Endoglandular trophoblast, an alternative route of trophoblast invasion? Analysis with novel confrontation co-culture models [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Regulation of extravillous trophoblast invasion by uterine natural killer cells is dependent on gestational age [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Functional regulation of thymic stromal lymphopoietin on proliferation and invasion of trophoblasts in human first-trimester pregnancy [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Home self-administration of vaginal misoprostol for medical abortion at 50-63 days compared with gestation of below 50 days [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Prospective study of the forearm bone mineral density of long-term users of the levonorgestrel-releasing intrauterine system [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Functional attenuation of human sperm by novel, non-surfactant spermicides: precise targeting of membrane physiology without affecting structure [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Characteristics indicating adenomyosis coexisting with leiomyomas: a case-control study [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- The risk of post-molar gestational trophoblastic neoplasia is higher in heterozygous than in homozygous complete hydatidiform moles [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Cumulative ongoing pregnancy rate achieved with oocyte vitrification and cleavage stage transfer without embryo selection in a standard infertility program [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Pregnancy outcome in female childhood cancer survivors [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Offering excess oocyte aspiration and vitrification to patients undergoing stimulated artificial insemination cycles can reduce the multiple pregnancy risk and accumulate oocytes for later use [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Avoidance of weekend oocyte retrievals during GnRH antagonist treatment by simple advancement or delay of hCG administration does not adversely affect IVF live birth outcomes [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Who should pay for assisted reproductive techniques? Answers from patients, professionals and the general public in Germany [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Sperm donor limits that control for the 'relative' risk associated with the use of open-identity donors [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Long-term cryostorage of sperm in a human sperm bank does not damage progressive motility concentration [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Screening for biomarkers of spermatogonia within the human testis: a whole genome approach [Last Updated On: August 17th, 2024] [Originally Added On: April 14th, 2010]
- Avoiding transgenerational risks of mitochondrial DNA disorders: a morally acceptable reason for sex selection? [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- Cross border reproductive care in six European countries [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- Morphometric dimensions of the human sperm head depend on the staining method used [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- ESX1 gene expression as a robust marker of residual spermatogenesis in azoospermic men [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- Innovative virtual reality measurements for embryonic growth and development [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- Consecutive or non-consecutive recurrent miscarriage: is there any difference in carrier status? [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- A longitudinal study of contraception and pregnancies in the same women followed for a quarter of a century [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- Predictors of bleeding and user satisfaction during consecutive use of the levonorgestrel-releasing intrauterine system [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- Direct proportional relationship between endometrioma size and ovarian parenchyma inadvertently removed during cystectomy, and its implication on the management of enlarged endometriomas [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- Large prospective, pregnancy and infant follow-up trial assures the health of 1000 fetuses conceived after treatment with the GnRH antagonist ganirelix during controlled ovarian stimulation [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- Altered aquaporin expression in women with polycystic ovary syndrome: hyperandrogenism in follicular fluid inhibits aquaporin-9 in granulosa cells through the phosphatidylinositol 3-kinase pathway [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- Fast-release orodispersible tramadol as analgesia in hysterosalpingography with a metal cannula or a balloon catheter [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- Xenotransplantation of cryopreserved human ovarian tissue into murine back muscle [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- Predictors of psychological distress in patients starting IVF treatment: infertility-specific versus general psychological characteristics [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- Psychological adjustment, knowledge and unmet information needs in women undergoing PGD [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- Mothers of IVF and spontaneously conceived twins: a comparison of prenatal maternal expectations, coping resources and maternal stress [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- Psychological well-being and sexarche in women with polycystic ovary syndrome [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- Is human fecundity declining in Western countries? [Last Updated On: August 17th, 2024] [Originally Added On: May 20th, 2010]
- Impaired glucose tolerance, type 2 diabetes and metabolic syndrome in polycystic ovary syndrome: a systematic review and meta-analysis [Last Updated On: August 17th, 2024] [Originally Added On: June 5th, 2010]
- Current achievements and future research directions in ovarian tissue culture, in vitro follicle development and transplantation: implications for fertility preservation [Last Updated On: August 17th, 2024] [Originally Added On: June 5th, 2010]
- Human studies on genetics of the age at natural menopause: a systematic review [Last Updated On: August 17th, 2024] [Originally Added On: June 5th, 2010]
- Beyond oxygen: complex regulation and activity of hypoxia inducible factors in pregnancy [Last Updated On: August 17th, 2024] [Originally Added On: June 5th, 2010]
- Current knowledge of the aetiology of human tubal ectopic pregnancy [Last Updated On: August 17th, 2024] [Originally Added On: June 5th, 2010]
- Economic contraction and birth outcomes: an integrative review [Last Updated On: August 17th, 2024] [Originally Added On: June 5th, 2010]
- Teratogenic mechanisms of medical drugs [Last Updated On: August 17th, 2024] [Originally Added On: June 5th, 2010]
- Levels of semenogelin in human spermatozoa decrease during capacitation: involvement of reactive oxygen species and zinc [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- Apoptosis and meiotic segregation in ejaculated sperm from Robertsonian translocation carrier patients [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- In humans, zona pellucida glycoprotein-1 binds to spermatozoa and induces acrosomal exocytosis [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- Variants of the EPPIN gene affect the risk of idiopathic male infertility in the Han-Chinese population [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- Epidermal clitoral inclusion cysts: not a rare complication of female genital mutilation [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- PCOSMIC: a multi-centre randomized trial in women with PolyCystic Ovary Syndrome evaluating Metformin for Infertility with Clomiphene [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- Single versus double intrauterine insemination in multi-follicular ovarian hyperstimulation cycles: a randomized trial [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- Soluble HLA-G is an independent factor for the prediction of pregnancy outcome after ART: a German multi-centre study [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- Obstetric outcomes after transfer of vitrified blastocysts [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- Occasional involvement of the ovary in Ewing sarcoma [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- Y chromosome microdeletions, sperm DNA fragmentation and sperm oxidative stress as causes of recurrent spontaneous abortion of unknown etiology [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- Development and preliminary validation of the fertility status awareness tool: FertiSTAT [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- Xenotransplantation of human ovarian tissue to nude mice: comparison between four grafting sites [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- Involvement of CFTR in oviductal HCO3- secretion and its effect on soluble adenylate cyclase-dependent early embryo development [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- Effect of endometriosis on the protein expression pattern of follicular fluid from patients submitted to controlled ovarian hyperstimulation for in vitro fertilization [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- Activin A regulates trophoblast cell adhesive properties: implications for implantation failure in women with endometriosis-associated infertility [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- Clinical significance of sperm DNA damage in assisted reproduction outcome [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- Fall in implantation rates following ICSI with sperm with high DNA fragmentation [Last Updated On: August 17th, 2024] [Originally Added On: June 17th, 2010]
- Prevalence of unsuspected uterine cavity abnormalities diagnosed by office hysteroscopy prior to in vitro fertilization [Last Updated On: August 17th, 2024] [Originally Added On: July 21st, 2010]
- Ultra-conservative fertility-sparing strategy for bilateral borderline ovarian tumours: an 11-year follow-up [Last Updated On: August 17th, 2024] [Originally Added On: July 21st, 2010]
- Fertility after autologous ovine uterine-tubal-ovarian transplantation by vascular anastomosis to the external iliac vessels [Last Updated On: August 17th, 2024] [Originally Added On: July 21st, 2010]
- Uterus transplantation in the baboon: methodology and long-term function after auto-transplantation [Last Updated On: August 17th, 2024] [Originally Added On: July 21st, 2010]
- Prestimulation parameters predicting live birth in anovulatory WHO Group II patients undergoing ovulation induction with gonadotrophins [Last Updated On: August 17th, 2024] [Originally Added On: July 21st, 2010]
- Transfer of a selected single blastocyst optimizes the chance of a healthy term baby: a retrospective population based study in Australia 2004-2007 [Last Updated On: August 17th, 2024] [Originally Added On: July 21st, 2010]
- Disclosure patterns of mode of conception among mothers and fathers-5-year follow-up of the Copenhagen Multi-centre Psychosocial Infertility (COMPI) cohort [Last Updated On: August 17th, 2024] [Originally Added On: July 21st, 2010]
- Assisted reproductive technology in Europe, 2006: results generated from European registers by ESHRE [Last Updated On: August 17th, 2024] [Originally Added On: July 21st, 2010]
- A decade of sperm washing: clinical correlates of successful insemination outcome [Last Updated On: August 17th, 2024] [Originally Added On: July 21st, 2010]
- Sperm DNA integrity in cancer patients before and after cytotoxic treatment [Last Updated On: August 17th, 2024] [Originally Added On: July 21st, 2010]
- Speriolin is a novel human and mouse sperm centrosome protein [Last Updated On: August 17th, 2024] [Originally Added On: July 21st, 2010]
- No influence of body mass index on first trimester fetal growth [Last Updated On: August 17th, 2024] [Originally Added On: July 21st, 2010]
- HLA sharing among couples appears unrelated to idiopathic recurrent fetal loss in Saudi Arabia [Last Updated On: August 17th, 2024] [Originally Added On: July 21st, 2010]