公开(公告)号：US20210035610A1

公开(公告)日：2021-02-04

申请号：US17076062

申请日：2020-10-21

Applicant: Sony Interactive Entertainment Inc.

Inventor： Sudha Krishnamurthy ,  Xiaoyu Liu

IPC: G11B27/036 ,  G06K9/00 ,  G11B27/34 ,  H04N9/87

Abstract: Automatically recommending sound effects based on visual scenes enables sound engineers during video production of computer simulations, such as movies and video games. This recommendation engine may be accomplished by classifying SFX and using a machine learning engine to output a first of the classified SFX for a first computer simulation based on learned correlations between video attributes of the first computer simulation and the classified SFX.

公开(公告)号：US20200349975A1

公开(公告)日：2020-11-05

申请号：US16399505

申请日：2019-04-30

Applicant: Sony Interactive Entertainment Inc.

Inventor： Sudha Krishnamurthy ,  Xiaoyu Liu

IPC: G11B27/036 ,  G06K9/00 ,  G11B27/34 ,  H04N9/87

Abstract: Automatically recommending sound effects based on visual scenes enables sound engineers during video production of computer simulations, such as movies and video games. This recommendation engine may be accomplished by classifying SFX and using a machine learning engine to output a first of the classified SFX for a first computer simulation based on learned correlations between video attributes of the first computer simulation and the classified SFX.

公开(公告)号：US20240338552A1

公开(公告)日：2024-10-10

申请号：US18296926

申请日：2023-04-06

Applicant: Sony Interactive Entertainment Inc.

Inventor： Ruxin Chen ,  Min-Hung Chen ,  Jaekwon Yoo ,  Xiaoyu Liu

IPC: G06N3/045 ,  G06N3/084

CPC classification number: G06N3/045 ,  G06N3/084

Abstract: A domain adaptation module is used to optimize a first domain derived from a second domain using respective outputs from respective parallel hidden layers of the domains.

公开(公告)号：US11790912B2

公开(公告)日：2023-10-17

申请号：US17567873

申请日：2022-01-03

Applicant: Sony Interactive Entertainment Inc.

Inventor： Lakshmish Kaushik ,  Zhenhao Ge ,  Xiaoyu Liu

IPC: G10L15/22 ,  G10L15/02 ,  G10L15/16 ,  G10L15/06 ,  G06F40/242 ,  G10L15/08

CPC classification number: G10L15/22 ,  G06F40/242 ,  G10L15/02 ,  G10L15/063 ,  G10L15/16 ,  G10L2015/025 ,  G10L2015/088

Abstract: A wake-up word for a digital assistant may be specified by a user to trigger the digital assistant to respond to the wake-up word, with the user providing one or more initial pronunciations of the wake-up word. The wake-up word may be unique, or at least not determined beforehand by a device manufacturer or developer of the digital assistant. The initial pronunciation(s) of the keyword may then be augmented with other potential pronunciations of the wake-up word that might be provided in the future, and those other potential pronunciations may then be pruned down to a threshold number of other potential pronunciations. One or more recordings of the initial pronunciation(s) of the wake-up may then be used to train a phoneme recognizer model to better recognize future instances of the wake-up word being spoken by the user or another person using the initial pronunciation or other potential pronunciations.

公开(公告)号：US11640519B2

公开(公告)日：2023-05-02

申请号：US16176949

申请日：2018-10-31

Applicant: Sony Interactive Entertainment Inc.

Inventor： Ruxin Chen ,  Min-Hung Chen ,  Jaekwon Yoo ,  Xiaoyu Liu

IPC: G06N3/04 ,  G06N3/08

Abstract: A domain adaptation module is used to optimize a first domain derived from a second domain using respective outputs from respective parallel hidden layers of the domains.

公开(公告)号：US11494612B2

公开(公告)日：2022-11-08

申请号：US16176812

申请日：2018-10-31

Applicant: Sony Interactive Entertainment Inc.

Inventor： Ruxin Chen ,  Min-Hung Chen ,  Jaekwon Yoo ,  Xiaoyu Liu

IPC: G06N3/04 ,  G06N3/08

Abstract: A domain adaptation module is used to optimize a first domain derived from a second domain using respective outputs from respective parallel hidden layers of the domains.

公开(公告)号：US11450353B2

公开(公告)日：2022-09-20

申请号：US17076062

申请日：2020-10-21

Applicant: Sony Interactive Entertainment Inc.

Inventor： Sudha Krishnamurthy ,  Xiaoyu Liu

IPC: G11B27/036 ,  H04N9/87 ,  G11B27/34 ,  G06V20/40

Abstract: Automatically recommending sound effects based on visual scenes enables sound engineers during video production of computer simulations, such as movies and video games. This recommendation engine may be accomplished by classifying SFX and using a machine learning engine to output a first of the classified SFX for a first computer simulation based on learned correlations between video attributes of the first computer simulation and the classified SFX.

公开(公告)号：US20230325663A1

公开(公告)日：2023-10-12

申请号：US18145967

申请日：2022-12-23

Applicant: Sony Interactive Entertainment Inc.

Inventor： Ruxin Chen ,  Min-Hung Chen ,  Jaekwon Yoo ,  Xiaoyu Liu

IPC: G06N3/08 ,  G06N3/045

CPC classification number: G06N3/08 ,  G06N3/045

Abstract: A domain adaptation module is used to optimize a first domain derived from a second domain using respective outputs from respective parallel hidden layers of the domains.