公开(公告)号：US12027155B2

公开(公告)日：2024-07-02

申请号：US17417614

申请日：2019-01-25

Applicant: Microsoft Technology Licensing, LLC

Inventor： Chao Zou ,  Ruihua Song ,  Wei Liu ,  Min Zeng

IPC: G10L15/02 ,  G10L15/08 ,  G10L15/22

CPC classification number: G10L15/08 ,  G10L15/02 ,  G10L15/22 ,  G10L2015/088 ,  G10L2015/228

Abstract: Disclosed are a method and apparatus for automatically adding sound effects into an audio file. At least one trigger word may be identified from text content corresponding to the audio file (1210). Context information of the at least one trigger word may be determined from the text content (1220). It may be decided, based on the context information of the at least one trigger word, that sound effect addition is applicable the at least one trigger word (1230). A sound effect corresponding to the at least one trigger word may be selected from a sound effect library (1240). The sound effect may be integrated into the audio file (1250).

公开(公告)号：US12242810B2

公开(公告)日：2025-03-04

申请号：US17631666

申请日：2020-06-17

Applicant: Microsoft Technology Licensing, LLC

Inventor： Pingping Lin ,  Ruihua Song ,  Lei Ding ,  Yue Liu ,  Min Zeng

IPC: G06F40/35 ,  G06F16/332 ,  G06F16/3329 ,  G06F40/253 ,  H04L51/02

Abstract: Methods and apparatuses for performing context completion to messages in a session are provided in the present disclosure. A message may be obtained. It may be detected that there exists context ellipsis in the message. It may be determined whether the message is retained in the current domain of the session. In response to determining that the message is retained in the current domain, a complementary text for recovering the context ellipsis may be selected in the current domain. A completed message may be generated based on the message and the complementary text.

公开(公告)号：US12021800B2

公开(公告)日：2024-06-25

申请号：US17056972

申请日：2018-06-25

Applicant: Microsoft Technology Licensing, LLC

Inventor： Feng Zhou ,  Ying Zou ,  Sa Kang ,  Xiang Xu ,  Yue Liu ,  Min Zeng ,  Di Li

IPC: G10L15/22 ,  G06F40/20 ,  H04L51/02

CPC classification number: H04L51/02 ,  G06F40/20 ,  G10L15/22

Abstract: The present disclosure provides method and apparatus for guiding topic in a conversation between a user and a chat engine. At least one first topic is determined. A first message is provided to the user based on the at least one first topic, to guide the conversation to the at least one first topic. A first response to the first message is received from the user. It is determined whether the first response is associated with the at least one first topic. In the case of determining that the first response is associated with the at least one first topic, at least one second topic is determined based on the at least one first topic. At least one second message is provided based at least on the at least one second topic, wherein if the at least one second topic is associated with resource or service, the at least one second message includes at least the resource or service.

公开(公告)号：US20220318519A1

公开(公告)日：2022-10-06

申请号：US17741945

申请日：2022-05-11

Applicant: Microsoft Technology Licensing, LLC

Inventor： Pingping LIN ,  Ruihua Song ,  Min Zeng ,  Yan Chen ,  Yue Liu

IPC: G06F40/35 ,  G06F16/332 ,  G06F16/33

Abstract: The present disclosure provides a technical solution related to establishing a characterized chatbot with personality. On one hand, a corpus database matched with a specific character may be established, and a generated regular/conventional response messages may be converted into a characterized response messages with character's features during conversation, so that the conversation style of a chatbot may be characterized with a certain character's features. On the other hand, a chatbot may select a response message with a specific emotion by using an emotion conversation table corresponding to a personality when generating the response message against a content of a conversation input by a user, so that a chatbot may be characterized and have certain personality.

公开(公告)号：US11922128B2

公开(公告)日：2024-03-05

申请号：US17741945

申请日：2022-05-11

Applicant: Microsoft Technology Licensing, LLC

Inventor： Pingping Lin ,  Ruihua Song ,  Min Zeng ,  Yan Chen ,  Yue Liu

IPC: G06F40/35 ,  G06F16/33 ,  G06F16/332

CPC classification number: G06F40/35 ,  G06F16/3329 ,  G06F16/3344

Abstract: The present disclosure provides a technical solution related to establishing a characterized chatbot with personality. On one hand, a corpus database matched with a specific character may be established, and a generated regular/conventional response messages may be converted into a characterized response messages with character's features during conversation, so that the conversation style of a chatbot may be characterized with a certain character's features. On the other hand, a chatbot may select a response message with a specific emotion by using an emotion conversation table corresponding to a personality when generating the response message against a content of a conversation input by a user, so that a chatbot may be characterized and have certain personality.

公开(公告)号：US11593613B2

公开(公告)日：2023-02-28

申请号：US16316095

申请日：2017-07-04

Applicant: MICROSOFT TECHNOLOGY LICENSING, LLC

Inventor： Bowen Wu ,  Baoxun Wang ,  Shuang Peng ,  Min Zeng ,  Li Zhou

IPC: G06N3/04 ,  G06F40/30 ,  G06N3/08 ,  G06N3/084

Abstract: Non-limiting examples of the present disclosure describe a convolutional neural network (CNN) architecture configured to evaluate conversational relevance of query-response pairs. A CNN model is provided that can include a first branch, a second branch, and multilayer perceptron (MLP) layers. The first branch includes convolutional layers with dynamic pooling to process a query. The second branch includes convolutional layers with dynamic pooling to process candidate responses for the query. The query and the candidate responses are processed in parallel using the CNN model. The MLP layers are configured to rank query-response pairs based on conversational relevance.

公开(公告)号：US11361166B2

公开(公告)日：2022-06-14

申请号：US16765368

申请日：2018-12-13

Applicant: Microsoft Technology Licensing, LLC

Inventor： Pingping Lin ,  Ruihua Song ,  Min Zeng ,  Yan Chen ,  Yue Liu

IPC: G06F40/35 ,  G06F16/332 ,  G06F16/33

Abstract: The present disclosure provides a technical solution related to establishing a characterized chatbot with personality. On one hand, a corpus database matched with a specific character may be established, and a generated regular/conventional response messages may be converted into a characterized response messages with character's features during conversation, so that the conversation style of a chatbot may be characterized with a certain character's features. On the other hand, a chatbot may select a response message with a specific emotion by using an emotion conversation table corresponding to a personality when generating the response message against a content of a conversation input by a user, so that a chatbot may be characterized and have certain personality.

公开(公告)号：US20200342179A1

公开(公告)日：2020-10-29

申请号：US16765368

申请日：2018-12-13

Applicant: Microsoft Technology Licensing, LLC

Inventor： Pingping Lin ,  Ruihua Song ,  Min Zeng ,  Yan Chen ,  Yue Liu

IPC: G06F40/35 ,  G06F16/332 ,  G06F16/33

Abstract: The present disclosure provides a technical solution related to establishing a characterized chatbot with personality. On one hand, a corpus database matched with a specific character may be established, and a generated regular/conventional response messages may be converted into a characterized response messages with character's features during conversation, so that the conversation style of a chatbot may be characterized with a certain character's features. On the other hand, a chatbot may select a response message with a specific emotion by using an emotion conversation table corresponding to a personality when generating the response message against a content of a conversation input by a user, so that a chatbot may be characterized and have certain personality.