WhisperKit Hinglish (CoreML)

CoreML models converted from Oriserve/Whisper-Hindi2Hinglish-Apex for use with WhisperKit on Apple devices.

Model Details

Property	Value
Base Model	whisper-large-v3-turbo
Parameters	0.8B
Input	Hindi/Hinglish audio
Output	Romanized Hinglish text (Latin script)
License	Apache 2.0

What This Model Does

Transcribes Hindi and Hinglish speech directly to romanized Latin text — no transliteration needed.

Example output: "yaar mai kal office nahi jaunga" (not "यार मैं कल ऑफिस नहीं जाऊँगा")

Usage with WhisperKit (Swift)

import WhisperKit

let config = WhisperKitConfig(
    model: "Oriserve_Whisper-Hindi2Hinglish-Apex",
    modelRepo: "shrimalmadhur/whisperkit-hinglish"
)
let whisperKit = try await WhisperKit(config)
let result = try await whisperKit.transcribe(audioPath: "audio.wav")
print(result.text)