公开(公告)号：US20240126994A1

公开(公告)日：2024-04-18

申请号：US17967562

申请日：2022-10-17

Applicant: Adobe Inc.

Inventor： Hanieh DEILAMSALEHY ,  Aseem Omprakash AGARWALA ,  Haoran CAI ,  Hijung SHIN ,  Joel Richard BRANDT ,  Lubomira Assenova DONTCHEVA

IPC: G06F40/30 ,  G06F40/205 ,  H04N5/93

CPC classification number: G06F40/30 ,  G06F40/205 ,  H04N5/9305

Abstract: Embodiments of the present invention provide systems, methods, and computer storage media for segmenting a transcript into paragraphs. In an example embodiment, a transcript is segmented to start a new paragraph whenever there is a change in speaker and/or a long pause in speech. If any remaining paragraphs are longer than a designated length or duration (e.g., 50 or 100 words), each of those paragraphs is segmented using dynamic programming to minimize a cost function that penalizes candidate paragraphs based on divergence from a target paragraph length and/or that rewards candidate paragraphs that group semantically similar sentences. As such, the transcript is visualized, segmented at the identified paragraphs.

公开(公告)号：US20240135973A1

公开(公告)日：2024-04-25

申请号：US17967364

申请日：2022-10-17

Applicant: Adobe Inc.

Inventor： Xue BAI ,  Justin Jonathan SALAMON ,  Aseem Omprakash AGARWALA ,  Hijung SHIN ,  Haoran CAI ,  Joel Richard BRANDT ,  Lubomira Assenova DONTCHEVA ,  Cristin Ailidh Fraser

IPC: G11B27/036 ,  G06F40/166 ,  G10L15/26 ,  G10L25/57 ,  G11B27/34

CPC classification number: G11B27/036 ,  G06F40/166 ,  G10L15/26 ,  G10L25/57 ,  G11B27/34 ,  G06F3/0482

Abstract: Embodiments of the present invention provide systems, methods, and computer storage media for identifying candidate boundaries for video segments, video segment selection using those boundaries, and text-based video editing of video segments selected via transcript interactions. In an example implementation, boundaries of detected sentences and words are extracted from a transcript, the boundaries are retimed into an adjacent speech gap to a location where voice or audio activity is a minimum, and the resulting boundaries are stored as candidate boundaries for video segments. As such, a transcript interface presents the transcript, interprets input selecting transcript text as an instruction to select a video segment with corresponding boundaries selected from the candidate boundaries, and interprets commands that are traditionally thought of as text-based operations (e.g., cut, copy, paste) as an instruction to perform a corresponding video editing operation using the selected video segment.

公开(公告)号：US20240127857A1

公开(公告)日：2024-04-18

申请号：US17967399

申请日：2022-10-17

Applicant: Adobe Inc.

Inventor： Fabian David CABA HEILBRON ,  Xue BAI ,  Aseem Omprakash AGARWALA ,  Haoran CAI ,  Lubomira Assenova DONTCHEVA

IPC: G11B27/031 ,  G06V20/40

CPC classification number: G11B27/031 ,  G06V20/41

Abstract: Embodiments of the present invention provide systems, methods, and computer storage media for face-aware speaker diarization. In an example embodiment, an audio-only speaker diarization technique is applied to generate an audio-only speaker diarization of a video, an audio-visual speaker diarization technique is applied to generate a face-aware speaker diarization of the video, and the audio-only speaker diarization is refined using the face-aware speaker diarization to generate a hybrid speaker diarization that links detected faces to detected voices. In some embodiments, to accommodate videos with small faces that appear pixelated, a cropped image of any given face is extracted from each frame of the video, and the size of the cropped image is used to select a corresponding active speaker detection model to predict an active speaker score for the face in the cropped image.