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Karmyug

Call centre speech

Real support calls with agent and customer channels separated and code-switching preserved.

12 languagesCustomer support

Overview

Support conversations captured across banking, telecom, retail and logistics queues. Channels are separated where the recording allows it, and code-switching between English and the local language is transcribed as spoken rather than normalised away.

Specification

Format
WAV, 8 kHz and 16 kHz
Channels
Dual where available
Domains
BFSI, telecom, retail, logistics
PII
Redacted and verified

Sample

Illustrative sample. It shows the structure, fields and metadata of this dataset with invented values, not real recordings or records. A real sample pack is sent on request.

Sample records for Call centre speech
fileduration_slanguagespeaker_idage_bandgenderdeviceenvironmentcontent_noteconsent_ref
sample_0001.wav6.8en-INspk_031018-25femaleAndroid mid-range phoneQuiet roomCaller asks about the status of a delayed paymentconsent_02100
sample_0002.wav11.2en-INspk_031726-35maleAndroid budget phoneStreet, light trafficAgent verifies identity and explains the next stepconsent_02101
sample_0003.wav8.4en-INspk_032436-45femaleiPhoneOffice, background talkSpeaker switches language mid-sentence to name a productconsent_02102
sample_0004.wav14.9en-INspk_033146-60maleAndroid mid-range phoneVehicle, windows upCustomer reports a network problem at homeconsent_02103
sample_0005.wav3.1en-INspk_033826-35femaleLaptop microphoneHome, TV onShort voice command with a number in itconsent_02104

Quality assurance

  • Redaction verification
  • WER gate before human review
  • Reviewer sampling at 10%

Want a real sample before you commit?

The sample above shows the structure. We also send a representative slice that includes the hard cases, plus the QA report and licence terms. No call required.