公开(公告)号：US11461636B2

公开(公告)日：2022-10-04

申请号：US16267317

申请日：2019-02-04

申请人： Alpine Electronics of Silicon Valley, Inc.

发明人： Rocky Chau-Hsiung Lin ,  Thomas Yamasaki ,  Koichiro Kanda ,  Diego Rodriguez Risco ,  Alexander Joseph Ryan ,  Samah Najeeb ,  Samir El Aouar

IPC分类号： G06N3/08 ,  G06N3/063 ,  G06N3/04

摘要： Systems and methods are disclosed for applying neural networks in resource-constrained environments. A system may include a sensor located in a resource-constrained environment configured to generate first sensor data and second sensor data of the resource-constrained environment. The system may also include a first computing device not located in the resource-constrained environment configured to produce a neural network structure based on the first sensor data. The system may also include a second computing device configured to determine a state of the resource-constrained environment based on input of the second sensor data to the neural network structure. The system may also include a controller located in the resource-constrained environment configured to control a device in the resource-constrained environment based on the state of the resource-constrained environment determined by the second computing device. The second computing device may be further configured to calculate an activation area for the neural network structure.

公开(公告)号：US20210142080A1

公开(公告)日：2021-05-13

申请号：US17069765

申请日：2020-10-13

申请人： Alpine Electronics of Silicon Valley, Inc.

发明人： Rocky Chau-Hsiung Lin ,  Thomas Yamasaki ,  Koichiro Kanda

IPC分类号： G06K9/00 ,  G06N3/04 ,  G06N3/08 ,  G06K9/62 ,  G08B25/10 ,  H04W4/44 ,  B60Q9/00 ,  B60R22/48

摘要： Devices, systems and processes for the detection of unsafe cabin conditions that provides a safer passenger experience in autonomous vehicles are described. One example method for enhancing passenger safety includes capturing at least a set of images of one or more passengers in the vehicle, determining, based on the set of images, the occurrence of an unsafe activity in an interior of the vehicle, performing, using a neural network, a classification of the unsafe activity, and performing, based on the classification, one or more responsive actions.

公开(公告)号：US10986454B2

公开(公告)日：2021-04-20

申请号：US15970787

申请日：2018-05-03

申请人： Alpine Electronics of Silicon Valley, Inc.

发明人： Rocky Chau-Hsiung Lin ,  Thomas Yamasaki ,  Hiroyuki Toki ,  Koichiro Kanda

IPC分类号： H04R29/00 ,  G01H11/06 ,  H04R31/00 ,  H04R1/10 ,  H04R5/033

摘要： Method and devices for processing audio signals based on sound profiles are provided. A sound profile can include data related to haptic movement of the audio data which is specific to a left ear or a right ear, demographic information, ethnicity information, age information, location information, social media information, intensity score of the audio data, previous usage information, or device information. A sound profile can be customized for individual user to include the inaudible frequency range at high frequency end and low frequency end. Audio data within the inaudible frequency range can be compensated by haptic movement corresponding to the inaudible frequency range. A sound profile can further include an audio frequency range and its lowest audible volume for a user. A sound profile can be provided to a user without any action from the user's part.

公开(公告)号：US10854202B2

公开(公告)日：2020-12-01

申请号：US16389718

申请日：2019-04-19

申请人： Alpine Electronics of Silicon Valley, Inc.

发明人： Thomas Yamasaki ,  Rocky Chau-Hsiung Lin ,  Koichiro Kanda

IPC分类号： G10L15/00 ,  G10L15/22 ,  B60R16/037

摘要： Devices, systems and processes for a dynamic microphone system that enhances the passenger experience in autonomous vehicles are described. One example method for enhancing a passenger experiences includes generating, using an artificial intelligence algorithm, a plurality of filters based on a plurality of stored waveforms previously recorded by each of one or more passengers and a plurality of recordings of one or more noise sources, capturing voice commands from at least one of the one or more passengers inside the autonomous vehicle, generating voice commands with reduced distortion based on processing the voice commands using the plurality of filters, and instructing, based on the voice commands with reduced distortion, the autonomous vehicle to perform one or more actions.

公开(公告)号：US20190171938A1

公开(公告)日：2019-06-06

申请号：US16267317

申请日：2019-02-04

申请人： Alpine Electronics of Silicon Valley, Inc.

发明人： Rocky Chau-Hsiung Lin ,  Thomas Yamasaki ,  Koichiro Kanda ,  Diego Rodriguez Risco ,  Alexander Joseph Ryan ,  Samah Najeeb ,  Samir El Aouar

IPC分类号： G06N3/08 ,  G06N3/063 ,  G06N3/04

摘要： Systems and methods are disclosed for applying neural networks in resource-constrained environments. A system may include a sensor located in a resource-constrained environment configured to generate first sensor data and second sensor data of the resource-constrained environment. The system may also include a first computing device not located in the resource-constrained environment configured to produce a neural network structure based on the first sensor data. The system may also include a second computing device configured to determine a state of the resource-constrained environment based on input of the second sensor data to the neural network structure. The system may also include a controller located in the resource-constrained environment configured to control a device in the resource-constrained environment based on the state of the resource-constrained environment determined by the second computing device. The second computing device may be further configured to calculate an activation area for the neural network structure.

公开(公告)号：US10210451B2

公开(公告)日：2019-02-19

申请号：US15947295

申请日：2018-04-06

申请人： Alpine Electronics of Silicon Valley, Inc.

发明人： Rocky Chau-Hsiung Lin ,  Thomas Yamasaki ,  Koichiro Kanda ,  Diego Rodriguez Risco ,  Alexander Joseph Ryan ,  Samah Najeeb ,  Samir El Aouar

IPC分类号： G06N3/08 ,  G06N3/063 ,  G06N3/04

摘要： Systems and methods are disclosed for applying neural networks in resource-constrained environments. A system may include a sensor located in a resource-constrained environment configured to generate first sensor data and second sensor data of the resource-constrained environment. The system may also include a first computing device not located in the resource-constrained environment configured to produce a neural network structure based on the first sensor data. The system may also include a second computing device configured to determine a state of the resource-constrained environment based on input of the second sensor data to the neural network structure. The system may also include a controller located in the resource-constrained environment configured to control a device in the resource-constrained environment based on the state of the resource-constrained environment determined by the second computing device. The second computing device may be further configured to calculate an activation area for the neural network structure.

公开(公告)号：US09965720B2

公开(公告)日：2018-05-08

申请号：US15699298

申请日：2017-09-08

申请人： Alpine Electronics of Silicon Valley, Inc.

发明人： Rocky Chau-Hsiung Lin ,  Thomas Yamasaki ,  Koichiro Kanda ,  Diego Rodriguez Risco ,  Alexander Joseph Ryan

IPC分类号： G06N3/08 ,  G06N3/04

CPC分类号： G06N3/08 ,  G06N3/04 ,  G06N3/063

摘要： Systems and methods are disclosed for applying neural networks in resource-constrained environments. A system may include a sensor located in a resource-constrained environment configured to generate sensor data of the resource-constrained environment. The system may also include a first computing device not located in the resource-constrained environment configured to produce a neural network structure based on the sensor data. The system may further include a second computing device located in the resource-constrained environment configured to provide the sensor data as input to the neural network structure. The second computing device may be further configured to determine a state of the resource-constrained environment based on the input of the sensor data to the neural network structure.

公开(公告)号：US09760827B1

公开(公告)日：2017-09-12

申请号：US15397715

申请日：2017-01-03

申请人： Alpine Electronics of Silicon Valley, Inc.

发明人： Rocky Chau-Hsiung Lin ,  Thomas Yamasaki ,  Koichiro Kanda ,  Diego Rodriguez Risco ,  Alexander Joseph Ryan

IPC分类号： G06N3/08 ,  G06N3/04

CPC分类号： G06N3/08 ,  G06N3/04 ,  G06N3/063

摘要： Systems and methods are disclosed for applying neural networks in resource-constrained environments. A system may include a sensor located in a resource-constrained environment configured to generate sensor data of the resource-constrained environment. The system may also include a first computing device not located in the resource-constrained environment configured to produce a neural network structure based on the sensor data. The system may further include a second computing device located in the resource-constrained environment configured to provide the sensor data as input to the neural network structure. The second computing device may be further configured to determine a state of the resource-constrained environment based on the input of the sensor data to the neural network structure.

公开(公告)号：US09439205B1

公开(公告)日：2016-09-06

申请号：US15043309

申请日：2016-02-12

申请人： Alpine Electronics of Silicon Valley, Inc.

发明人： Rocky Chau-Hsiung Lin ,  Thomas Yamasaki ,  Koichiro Kanda ,  Hirokazu Yamashita

IPC分类号： H04L12/28 ,  H04W72/08 ,  H04L29/08 ,  H04W24/02 ,  H04J1/16

CPC分类号： H04W72/082 ,  H04L1/00 ,  H04L1/22 ,  H04L67/12 ,  H04L67/2857 ,  H04W4/00 ,  H04W4/027 ,  H04W4/029 ,  H04W4/80 ,  H04W24/02 ,  H04W36/20 ,  H04W36/245 ,  H04W84/12

摘要： Method and devices for optimizing wireless network connections in transportation vehicles are provided. An onboard computing device in a transportation vehicle identifies blackout area with severe wireless signal interference caused by nearby wireless access points in the blackout area. The wireless interference can be remedied by dynamically switching wireless channel for the in-vehicle wireless connection between the onboard computing device and a mobile device in the vehicle. The wireless interference can also be remedied by pre-caching the data needed for a content presentation during a time period when the vehicle travels within the blackout area.

摘要翻译： 提供了用于优化运输车辆中无线网络连接的方法和设备。 运输车辆中的车载计算设备识别由停电区域中的附近无线接入点引起的严重的无线信号干扰的停电区域。 可以通过动态切换车载计算设备和车辆中的移动设备之间的车载无线连接的无线信道来纠正无线干扰。 无线干扰还可以通过在车辆在停电区域内行驶的时间段内预先缓存内容呈现所需的数据来解决。

公开(公告)号：US20150193195A1

公开(公告)日：2015-07-09

申请号：US14514246

申请日：2014-10-14

申请人： Alpine Electronics of Silicon Valley, Inc.

发明人： Rocky Chau-Hsiung Lin ,  Thomas Yamasaki ,  Hiroyuki Toki ,  Koichiro Kanda

IPC分类号： G06F3/16

CPC分类号： G06F3/165 ,  G06F16/635 ,  G06F16/638 ,  G06F16/68 ,  H04R1/1008 ,  H04R1/1041 ,  H04R1/1091 ,  H04R3/12 ,  H04R29/00 ,  H04R2420/07 ,  H04R2460/13

摘要： Method and devices for processing audio signals based on sound profiles are provided. A reproduction device can request a sound profile based on user information, device information, media metadata or a combination. The sound profiles can be customized and shared across multiple devices. User interfaces allow for the input of information that allows the reproduction device or a server in the cloud to select, modify, store, and analyze sound profiles. Deeper analysis allows for the improvement of sound profiles for individuals and groups. Intensity scoring of a music library can also be conducted.

摘要翻译： 提供了用于基于声音曲线来处理音频信号的方法和装置。 再现设备可以基于用户信息，设备信息，媒体元数据或组合来请求声音简档。 声音配置文件可以通过多个设备进行自定义和共享。 用户界面允许输入允许云中的再现设备或服务器选择，修改，存储和分析声音配置文件的信息。 更深入的分析可以改善个人和团体的健全档案。 也可以进行音乐库的强度评分。