Search Results for "active"

...Handy allows users to start transcription instantly using a configurable keyboard shortcut—press to record, release to transcribe—and automatically pastes the resulting text into any active text field. Its backend leverages OpenAI’s Whisper models for GPU-accelerated speech recognition and Parakeet V3 for efficient CPU-only transcription with automatic language detection. To further refine accuracy and responsiveness, Handy integrates Silero’s Voice Activity Detection (VAD) for silence filtering, ensuring only speech segments are processed.

NVIDIA Nemotron 3.5 Transcribe 30B-A4B is an open-weight speech and audio model designed for multilingual transcription, translation, speaker diarization, and audio understanding. It contains approximately 34B total parameters with 4.3B active, combining a hybrid Mamba-2–Transformer Mixture-of-Experts language backbone with dedicated speech recognition and speaker encoders. The model supports 40 languages, recordings up to one hour, and a 65,536-token context window. Its capabilities include verbatim and formatted transcription, speaker attribution, word-level timestamps, language identification, code-switching, and audio question answering. ...