This feature is in Alpha state.
Breaking changes may still be introduced to this API, but an advanced notice will be sent.

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Named Entity Recognition (also known as Entity Detection) detects and categorizes key information in the audio.

​
Usage

Enable named entity recognition by setting named_entity_recognition to true in your transcription request.

request data
{
  "audio_url": "<your audio URL>"
  "named_entity_recognition": true
}

​
Result

The transcription result will contain a "named_entity_recognition" key with the output of the model:

result
{
  "transcription":{...}
  "named_entity_recognition": {
    "success": true,
    "is_empty": false,
    "results": [
      {
        "entity_type": "EMAIL_ADDRESS",
        "text": "privacy@gladia.io",
        "start": 123.4,
        "end": 124.5
      },
      {
        "entity_type": "AGE",
        "text": "27 years old",
        "start": 234.7,
        "end": 235.6
      }
    ],
    "exec_time": 1.7726809978485107,
    "error": null
  }
}

​
Supported Regulations

Gladia.io helps you covers the following regulations for your business:

​
Supported Entities

Entity TypeDescriptionExampleInformation TypeRegulatory ComplianceNote
ACCOUNT_NUMBERCustomer account or membership identification numberPolicy No. 10042992; Member ID: HZ-5235-001PIINote: Full support for English; Multilingual support in progress
AGENumbers associated with an individual’s age27 years old; 18 months oldPIIGDPR,
HIPAA,
Quebec Privacy Act,
APPI		When given in years, only the number is flagged, but both number and time unit are flagged when given in other units like months or weeks
Also includes age ranges:
29-35 years old; 18+; A man in his forties
DATESpecific calendar dates, which can include days of the week, dates, months, or years.

See also: DATE_INTERVAL, DOB		Friday, Dec. 18, 2002; Dated: 02/03/97PIIHIPAA,
Quebec Privacy Act		If no calendar date is specified, days of the week are not flagged:
Your appointment is on Monday
Indexical terms are not flagged:
yesterday; tomorrow
DATE_INTERVALBroader time periods, including date ranges, months, seasons, years, and decades

See also: DATE, DOB		2020-2021; 5-9 May; January 1984PIIHIPAA
DOBDates of birth

See also: DATE, DATE_INTERVAL		Born: March 7, 1961PIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI
DRIVER_LICENSEDriver’s permit numbers

See also: VEHICLE_ID		DL# 134711-320PIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI		Includes International Driving Permits (IDP) and Pilot’s licenses
DURATIONPeriods of time, specified as a number and a unit of time8 months; 2 yearsPIIFull support for English; Multilingual support in progress
EMAIL_ADDRESSEmail addressesPIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI
EVENTNames of events or holidaysOlympics; Yom KippurPII
FILENAMENames of computer files, including the extension or filepathTaxes/2012/brad-tax-returns.pdfPII
GENDER_SEXUALITYTerms indicating gender identity or sexual orientation, including slang termsfemale; bisexual; transPIICPRA,
GDPR,
GDPR Sensitive,
APPI Sensitive
HEALTHCARE_NUMBERHealthcare numbers and health plan beneficiary numbersPolicy No.: 5584-486-674-YMPIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI		Includes medical record numbers, health insurance policy/account numbers, and member IDs, for example, German Sozialversicherungsnummer (also used as SSN), Philippine PhilHealth ID number, Ukrainian VHI number
IP_ADDRESSInternet IP address, including IPv4 and IPv6 formats192.168.0.1
2001:db8:0:0:0:8a2e::7334		PIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI
LANGUAGENames of natural languagesKorean; FrenchPIIGDPR,
GDPR Sensitive,
APPI Sensitive
LOCATIONMetaclass for any named location reference; See subclasses belowEritrea; Lake VictoriaPIIGDPR,
HIPAA,
APPI		May co-occur with ORGANIZATION when the context refers explicitly to the organization’s location
The patient was transferred to Northwest General Hospital
LOCATION_ADDRESSFull or partial physical mailing addresses, which can include: building name or number, street, city, county, state, country, zip code25/300 Adelaide T., Perth WA 6000, Aus.
145 Windsor St.
Mail to: Kollwitzstr 13, 10405, Berlin		PIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI
LOCATION_CITYMunicipality names, including villages, towns, and citiesToronto; Berlin; DenpasarPIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI
LOCATION_COORDINATEGeographic positions referred to using latitude, longitude, and/or elevation coordinatesWe’re at 40.748440 and -73.984559PIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI
LOCATION_COUNTRYCountry namesCanada; NamibiaPIIGDPR,
APPI
LOCATION_STATEState, province, territory, or prefecture namesOntario; Arkansas; Ich lebe in NRWPIIGDPR,
APPI
LOCATION_ZIPZip codes (including Zip+4), postcodes, or postal codes90210; B2N 3E3PIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI		Optimized for various English-speaking locales (Australia, Canada, United Kingdom, United States), as well as international equivalents
MARITAL_STATUSTerms indicating marital statussingle; common-law; ex-wife; marriedPIIAPPI Sensitive
MONEYNames and/or amounts of currency15 pesos; $94.50PII
NAMENames of individuals, not including personal titles such as ‘Mrs.’ or ‘Mr.’Dwayne Johnson; Mr. KhannaPIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI
NAME_FAMILYNames indicating a person’s family or community; often a last name in Western cultures and first name in Eastern culturesFrançois Truffaut; Ozu YasujirōPIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI
NAME_GIVENNames given to an individual, usually at birth; often first / middle names in Western cultures and middle / last names in Eastern culturesFrançois Truffaut; Ozu YasujirōPIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI
NAME_MEDICAL_PROFESSIONALFull names, including professional titles and certifications, of medical professional, such as doctors and nursesAttending physician: Dr. Kay Martinez, MDPIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI
NUMERICAL_PIINumerical PII (including alphanumeric strings) that doesn’t fall under other categories. See also a section below on international variants as some of them are mapped to this category, for example, Belgian BTW nummer or European VAT number.PIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI		Includes the following: numbers in the medical field, such as device serial numbers, POS codes, NPI numbers, etc.; computer numbers like MAC addresses, cookie IDs, VPNs, error codes, access codes, message IDs, etc.; business-related numbers like DUNS numbers, company registration numbers, provider IDs, etc.; numbers related to purchasing, like order IDs, transaction numbers, confirmation numbers, tracking numbers, etc.; also numbers assigned to various forms of IDs, files, documents, proceedings, invoices, claim IDs, record IDs, etc.
OCCUPATIONJob titles or professionsprofessor; actors; engineer; CPAPIIQuebec Privacy Act,
APPI
ORGANIZATIONNames of organizations or departments within an organizationBHP; McDonald’s; LAPDPIIQuebec Privacy Act,
APPI		May co-occur with LOCATION when the context refers explicitly to the organization’s location
Donations can be brought to Royal Canadian Legion Branch 43
ORGANIZATION_MEDICAL_FACILITYNames of medical facilities, such as hospitals, clinics, pharmacies, etc.Northwest General Hospital; Union Family Health ClinicPIIQuebec Privacy Act,
APPI
ORIGINTerms indicating nationality, ethnicity, or provenanceCanadian; Sri LankanPIICPRA,
GDPR,
GDPR Sensitive,
Quebec Privacy Act,
APPI Sensitive
PASSPORT_NUMBERPassport numbers, issued by any countryPA4568332; NU3C6L86S12PIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI
PASSWORDAccount passwords, PINs, access keys, or verification answers27%alfalfa; temp1234
My mother’s maiden name is Smith		PIICPRA,
APPI
PHONE_NUMBERTelephone or fax numbers+4917643476050PIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI
PHYSICAL_ATTRIBUTEDistinctive bodily attributes, including terms indicating raceI’m 190cm tall; He belongs to the Black students’ associationPIICPRA,
GDPR,
GDPR Sensitive,
APPI Sensitive
POLITICAL_AFFILIATIONTerms referring to a political party, movement, or ideologyliberal; RepublicanPIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI
RELIGIONTerms indicating religious affiliationHindu; PresbyterianPIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI
SSNSocial Security Numbers or international equivalent government identification numbers078-05-1120; ***-***-3256PIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI		Includes, for example, Australian TFN, Belgian NISS, British NIN, Canadian SIN, Dutch BSN, German Sozialversicherungsnummer (also used as a healthcare number, see: HEALTHCARE_NUMBER), French INSEE, Indian Aadhaar, Italian TIN, Philippine SSS, Spanish NUSS, Ukrainian TIN, and Mexican NSS formats. Flags mentions of complete numbers as well as the last four digits only.
TIMEExpressions indicating clock times19:37:28; 10pm ESTPII
URLInternet addresseswww.private-ai.comPIICPRA,
GDPR,
HIPAA,
Quebec Privacy Act
USERNAMEUsernames, login names, or handlesprivateairocks; @_PrivateAIPIICPRA,
GDPR,
APPI
VEHICLE_IDVehicle identification numbers (VINs), vehicle serial numbers, and license plate numbers

See also: DRIVER_LICENSE		5FNRL38918B111818; BIF7547PIICPRA,
GDPR,
HIPAA,
APPI
ZODIAC_SIGNNames of Zodiac signsAries; TaurusPII
BLOOD_TYPEBlood typesShe’s type AB positivePHICPRA,
GDPR,
HIPAA,
Quebec Privacy Act
CONDITIONNames of medical conditions, diseases, syndromes, deficits, disorderschronic fatigue syndrome; arrhythmia; depressionPHICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI Sensitive
DOSEMedically prescribed quantity of a medicationlimit intake to 700 mg/dayPHI
DRUGMedications, vitamins, and supplementsadvil; Acetaminophen; PanadolPHICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI Sensitive
INJURYBodily injuries, including mutations, miscarriages, and dislocationsI broke my arm; I have a sprained wristPHICPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI Sensitive
MEDICAL_PROCESSMedical processes, including treatments, procedures, and testsheart surgery; CT scanPHICPRA,
DPR,
HIPAA,
Quebec Privacy Act,
APPI Sensitive
STATISTICSMedical statistics18% of patientsPHIHIPAA,
Quebec Privacy Act
BANK_ACCOUNTBank account numbers and international equivalents, such as IBANAcct. No.: 012345-67CPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI
CREDIT_CARDCredit card numbers0123 0123 0123 0123
**** **** ****4252		CPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI		Includes debit, ATM, Direct Debit, PrePay, Charge Cards, and support for cards that do not have 16 digits such as American Express or China UnionPay cards. Flags mentions of complete numbers as well as the last four digits only.
CREDIT_CARD_EXPIRATIONExpiration date of a credit cardExpires: July 2023; Exp: 02/28CPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI
CVV3- or 4-digit card verification codes and equivalentsCVV: 080CPRA,
GDPR,
HIPAA,
Quebec Privacy Act,
APPI		Includes institution-specific variants:

American Express: CID (card ID), CVD (card verification data) CSC / 3CSC (card security code)
China UnionPay: CVN (card validation number)
CIBC Mastercard: SPC (signature panel code)
Discover: CID (card ID), CVD (card verification data)
ELO (Brazil): CVE (Elo verification code)
JCB (Japan Credit Bureau): CAV (card authentication value)
Mastercard: CVC (card validation code)
VISA: CVV (card verification value)
ROUTING_NUMBERRouting number associated with a bank or financial institution012345678Includes international equivalents: Canadian & British sort codes, Australian BSB numbers, Indian Financial System Codes, Branch/transit numbers, Institution numbers, and Swift codes
CORPORATE_ACTIONAny action a company takes that could affect its stock value or its shareholdersBridge Investment Group LLC (later renamed Bridge Investment Group Holdings LLC); We’ve merged two neighboring retail locationsOnly available with our English models.
FINANCIAL_METRICFinancial metrics or financial ratios are quantitative indicators of a company’s financial healthadjusted earnings per share declined year-over-year; Online sales slow as UK shoppers rein in Christmas spendingOnly available with our English models.
MEDICAL_CODECodes belonging to medical classification systems such as SNOMED, ICD-10, NDC, etc.1981-03-11T04:11:32-03:00 Forearm sprain SNOMED-CT 70704007;
R74.8 Abnormal levels of other serum enzymes		PHICPRA,
GDPR,
GDPR Sensitive,
HIPAA,
Quebec Privacy Act,
APPI Sensitive		Only available with our English models.
PRODUCTNames or model numbers of items made by an organization; includes intangible products like software and games, as well as other servicesiPhone; Toyota CamryOnly available with our English models.
TRENDA description of the “quality” or the direction in which a financial measurement is goingreflecting the accelerating shift of off-line to online; amid rising costs and shrinking profitsOnly available with our English models.

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