Real Time Video Segmentation With Frame Buffering

via “low-latency streaming voice activity detection with frame buffering”

automatic-speech-recognition model by undefined. 23,46,228 downloads.

Unique: Implements frame-buffered streaming inference with configurable temporal smoothing windows, enabling real-time predictions on unbounded audio streams while maintaining accuracy through learned temporal context aggregation rather than simple energy-based windowing

vs others: Lower latency than batch-processing approaches and more accurate than simple energy/spectral thresholding; enables true streaming inference without requiring full audio upfront