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Hashtee

Speech recognition that understands how the world talks.

Kundoo transcribes 30+ languages with native accuracy — handling code-mixing, accents, and noisy environments that break other models.

Why Kundoo

Code-mixed fluency

Handles Hindi-English, Tamil-English, and other mixed-language conversations natively — no language detection needed.

Real-time streaming

WebSocket-based streaming API with sub-second latency. Transcribe live calls, meetings, and voice agents.

Noisy environments

Trained on factory floors, call centers, and outdoor recordings. Performs where studio-trained models fail.

30+ languages

Hindi, Tamil, Telugu, Bengali, Kannada, Malayalam, Arabic, Japanese, and more — with the same API call.

Custom vocabulary

Add domain-specific terms — product names, medical terms, part numbers — to improve accuracy for your use case.

Speaker diarization

Identify who said what in multi-speaker conversations. Essential for call center analytics and meeting transcription.

From audio to structured text.

01

Audio input

  • PCM, WAV, MP3, FLAC, OGG supported
  • Upload files or stream via WebSocket
  • Automatic sample rate detection
02

Language detection

  • Auto-detect from 30+ languages
  • Force a specific language if known
  • Handle code-mixed input gracefully
03

Transcription

  • GPU-accelerated inference
  • Real-time streaming output
  • Punctuation and capitalization
04

Structured output

  • JSON with timestamps per segment
  • Speaker labels when diarization enabled
  • Confidence scores per word

Built for real conversations.

Call center analytics

Transcribe customer calls in real-time. Extract intent, sentiment, and compliance violations automatically.

Voice agents

Power conversational AI that understands mixed-language customer queries across phone and WhatsApp.

Meeting transcription

Capture every word in multilingual team meetings. Search, summarize, and share transcripts.

Factory floor logging

Transcribe verbal reports from production workers in noisy environments. Feed structured data into MES.