Occasionally linked to entities like UNCEN or JAVHD, which are digital platforms that host or curate this specific type of media. Broader Linguistic Coincidence
If you could provide more context or details about what "sama-418" refers to, I would be more than happy to help you create a specific report. sama-418
Given a video clip (audio waveform + RGB frames), separate the audio waveform corresponding to a visible sound source indicated by a user-provided visual mask at inference time (query-based separation). Occasionally linked to entities like UNCEN or JAVHD,
Performance gap: All models perform near ceiling on SAMA-36 (SDR ~14 dB) but drop on SAMA-418 due to off-screen sounds and fine-grained onset/offsets. sama-418