System Ready: Local Inference Active

Frame
Perfect
Subtitles / ±20ms accuracy

Standard Whisper timestamps drift. We built a hybrid CTC-alignment pipeline in Rust to snap every word to the exact millisecond.

Professional tools shouldn't guess.

RUST

Precision Metric 01

Eliminate the drift.

Audio Waveform vs Timestamp Logic
Drift: +480ms
"Namaste"
Confidence Score
82%
Jitter Latency
High
Alignment Mode
VAD

Generic AI tools use Voice Activity Detection (VAD) to guess when you start speaking.

We don't guess. We use Forced Alignment to map phonemes directly to audio energy.

Hinglish Prime

Optimized for the Indian ecosystem. Our model is fine-tuned for code-switching, identifying phonemes in Hindi-English transitions without dropping frames.

TRANSLITERATION_MAP
"Next level coding seekhenge"
ॐ

Local-First Privacy

Zero data egress. No cloud processing. No monthly API bills. Whisper Studio runs entirely on your GPU via DirectML.

SYSTEM_RESOURCES: 2.4GB VRAM USED

ONNX Runtime

Leveraging the fastest inference engine on earth. Supporting NVIDIA, AMD, and Intel GPUs out of the box.

WHISPER.CPP // RUST-TAURI-V2 // ONNX_RUNTIME // DIRECTML_GPU_ACCEL // CTC_ALIGNMENT // WORD_ACCURACY_99.2% // HINGLISH_OPTIMIZED_V3 // NO_CLOUD_DEPENDENCY // WHISPER.CPP // RUST-TAURI-V2 // ONNX_RUNTIME // DIRECTML_GPU_ACCEL // CTC_ALIGNMENT // WORD_ACCURACY_99.2% // HINGLISH_OPTIMIZED_V3 // NO_CLOUD_DEPENDENCY //

Stop Guessing
Start Syncing.

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