公开(公告)号：US11854572B2

公开(公告)日：2023-12-26

申请号：US17302981

申请日：2021-05-18

Applicant: International Business Machines Corporation

Inventor： Mary D. Swift ,  Irene Lizeth Manotas Gutiérrez ,  Kelley Anders ,  Jonathan D. Dunne

IPC: G10L25/18 ,  G10L19/008 ,  G10L25/90 ,  G10L19/02 ,  G10L15/10 ,  G10L15/14

CPC classification number: G10L25/18 ,  G10L15/10 ,  G10L15/14 ,  G10L19/008 ,  G10L19/0204 ,  G10L25/90

Abstract: Computer-implemented methods, computer program products, and computer systems for mitigating frequency loss may include one or more processors configured for receiving first audio data corresponding to unobstructed user utterances, receiving second audio data corresponding to first obstructed user utterances, generating a frequency loss (FL) model representing frequency loss between the first audio data and the second audio data, receiving third audio data corresponding to one or more second obstructed user utterances, processing the third audio data using the FL model to generate fourth audio data corresponding to a frequency loss mitigated version of the second obstructed user utterances, and transmitting the fourth audio data to a recipient computing device. The first obstructed user utterances are obstructed by a facemask and the one or more second obstructed user utterances is obstructed by the facemask. The FL model may be executed as an audio plugin in a web conferencing program.

公开(公告)号：US20230344665A1

公开(公告)日：2023-10-26

申请号：US17660237

申请日：2022-04-22

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Narayana Aditya Madineni ,  Pranab Agarwal ,  Chia-Le Cheng ,  Jonathan D. Dunne

IPC: G06Q10/10 ,  H04L65/401 ,  H04L12/18

CPC classification number: H04L12/1831 ,  G06Q10/103 ,  H04L12/1822 ,  H04L65/401

Abstract: An embodiment for determining presentation content effectiveness using attraction modeling is provided. The embodiment may include receiving presentation content from a meeting host during on online collaborative meeting. The embodiment may also include capturing one or more actions of one or more users during a display of the presentation content to the one or more users. The embodiment may further include creating an audience attention model. The embodiment may also include in response to determining at least one user is distracted from the presentation content, modifying the display of the presentation content for each distracted user in accordance with one or more characteristics associated with each distracted user. The embodiment may further include categorizing the one or more users into one or more groups. The embodiment may also include providing visual feedback to the meeting host.

公开(公告)号：US11778309B2

公开(公告)日：2023-10-03

申请号：US17017755

申请日：2020-09-11

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Aparna Subramanian ,  Shishir Saha ,  Jonathan D. Dunne ,  Kuntal Dey ,  Seema Nagar

IPC: H04N23/60 ,  G06N20/00 ,  G06F18/2113 ,  G06F18/2415 ,  G06N7/01

CPC classification number: H04N23/64 ,  G06F18/2113 ,  G06F18/2415 ,  G06N7/01 ,  G06N20/00

Abstract: Digital photograph filters and associated settings are recommended by an image classification model. A plurality of images and metadata associated with each of the plurality of images are received. Human interaction scores for each of the images are received. Training data is generated classifying the images using the associated metadata and human interaction scores. The training data is used to derive an image classification model for predicting a human interaction score for an image having an unknown human interaction score. At least one recommended image capture setting using the image classification model is determined in response to determining that a user is preparing to capture an image with a device. The recommended image capture setting is displayed on a display of the device.

公开(公告)号：US11720480B2

公开(公告)日：2023-08-08

申请号：US17216363

申请日：2021-03-29

Applicant: International Business Machines Corporation

Inventor： Lisa Seacat DeLuca ,  Kelley Anders ,  Jonathan D. Dunne

IPC: G06F9/44 ,  G06F9/455 ,  G06F9/445 ,  G06F11/36 ,  G06F8/73 ,  G06N3/08 ,  G06F16/903 ,  G06F8/30 ,  G06F40/20

CPC classification number: G06F11/3688 ,  G06F8/30 ,  G06F8/73 ,  G06F11/3664 ,  G06F11/3692 ,  G06F16/90335 ,  G06N3/08 ,  G06F40/20

Abstract: A ticket relating to a software event is received in a software development system. One or more public forums on software development is searched for the software event. Two or more topics on the software event are identified from one or more conversations from the one or more public forums that regard the software event. Two or more causes of the software event are determined by analyzing interrelations of the two or more topics.

公开(公告)号：US11489793B2

公开(公告)日：2022-11-01

申请号：US17100888

申请日：2020-11-22

Applicant: International Business Machines Corporation

Inventor： Paul R. Bastide ,  Jonathan D. Dunne

IPC: H04L51/02 ,  H04L65/401 ,  H04L65/1093 ,  H04L51/046 ,  G06F40/56 ,  H04L51/04

Abstract: Disclosed are techniques to model when authoritative responses are expected to be received in real-time chat dialogues to facilitate monitoring a live real-time chat and connect a participant to provide an authoritative answer at an appropriate time during the live real-time chat. Historical real-time chat dialogues are used to generate a model for when authoritative responses are expected in real-time chats. A live real-time chat is monitored for an ongoing discussion without an authoritative response, and a response latency window of the model for the live real-time chat is adjusted based on the ongoing discussion in the live real-time chat. In some embodiments, upon entering an optimal window of the ongoing discussion of the live real-time chat indicated by the model where it is determined that no authoritative response is yet received, a new participant is connected to the live real-time chat to provide an authoritative response.

公开(公告)号：US11475226B2

公开(公告)日：2022-10-18

申请号：US17026398

申请日：2020-09-21

Applicant: International Business Machines Corporation

Inventor： Mary D. Swift ,  Irene Lizeth Manotas ,  Jonathan D. Dunne

IPC: G06F40/51 ,  H04L51/046 ,  G06F40/58

Abstract: In response to determining that a native language of a first user is different from a target language of a message to be transmitted by the first user to a second user, a translation model based on a plurality of language efficacies of the first user is created. An optimal action associated with a translation of the message from the native language to the target language is determined based on the created model and a language efficacy of the first user in the native language. The determined optimal action is performed. The message translation comprising the performed optimal action is transmitted to the second user.

公开(公告)号：US11461586B2

公开(公告)日：2022-10-04

申请号：US16451493

申请日：2019-06-25

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Jeremy R. Fox ,  Kelley Anders ,  Liam S. Harpur ,  Jonathan D. Dunne

IPC: G06K9/62 ,  G06N20/00 ,  G06T19/00

Abstract: Providing learned interactions in a virtual reality or augmented reality (collectively, a computer-mediated reality) can include determining a probable physical action of a user interacting with a computer-mediated reality (CMR) environment. A learned interaction corresponding to the probable physical action can be generated based on a CMR-physical action (CMRPA) model that correlates physical actions with results of the physical actions in a CMR scenario of the CMR environment. In response to determining, based on at least one identified characteristic of the user, a statistical likelihood of benefiting the user by providing the learned interaction, a learned interaction corresponding to the probable physical action can be provided to the user.

公开(公告)号：US20220284485A1

公开(公告)日：2022-09-08

申请号：US17189389

申请日：2021-03-02

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Mary D. Swift ,  Irene Lizeth Manotas Gutiérrez ,  Jonathan D. Dunne

IPC: G06Q30/02 ,  G06F40/20 ,  G06N3/04 ,  G06Q50/00

Abstract: A computer receives reviews for an item from a plurality of sources. The computer may identify one or more key features of the item. The computer collects user preferences for the one or more key features of the item. The computer calculates odds ratio for each of the one or more key features of the item. The computer determines an affinity measure for each of the one or more key features based on the calculated odds ratio for each of the one or more key features of the item; and generates a forest plot for the item, where the forest plot comprises a summary measure determined using the affinity measure for each of the one or more key features.

公开(公告)号：US20220230639A1

公开(公告)日：2022-07-21

申请号：US17714639

申请日：2022-04-06

Applicant: International Business Machines Corporation

Inventor： Trudy L. Hewitt ,  Liam S. Harpur ,  Jonathan D. Dunne ,  Kelley Anders

IPC: G10L15/22 ,  G10L15/08 ,  H04L51/00 ,  G06N20/00 ,  G06F40/58 ,  G06F3/16

Abstract: An embodiment of a summarization application divides collected conversation data into media and text components. The application implements respective machine learning mechanisms to enhance modeling operations of the text and media components to identify key elements from the conversation. The application generates a headline banner from a group of key elements based on an analysis involving first predetermined criteria. The application also combines additional key elements to the group of key elements to form a second group of key elements. The application generates a summary from the second group of key elements based on a second analysis involving second predetermined criteria. The application presents, via a display, the headline banner according to a first output of the first key element analysis and the summary according to a second output of the second key element analysis.

公开(公告)号：US20220222429A1

公开(公告)日：2022-07-14

申请号：US17147303

申请日：2021-01-12

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Zachary A. Silverstein ,  Kelley Anders ,  Jonathan D. Dunne ,  Qi Li

IPC: G06F40/169 ,  G06F16/93 ,  G06N7/00 ,  G06F3/01 ,  G06F40/30 ,  G06F40/197

Abstract: Self-executing document revision includes creating a current version of an electronic rendering of a collaborative document based on input received from a user via a communicative coupling with a data communications network. The current version's relevancy is determined by a self-executing document revisor and compared with the relevancy of a prior version of the collaborative document. In response to determining the relevancy of the current version is less than the relevancy of the prior version, one or more segments of one or more electronically stored versions of the collaborative document are selected based on a relevancy of each of the one or more segments, the relevancy of each determined by the self-executing document revisor. The self-executing document revisor generates a graphical representation of a revised version of the collaborative document by merging the one or more segments selected with the current version of the collaborative document.