Sling Media Pvt. Ltd.

Dish Network Technologies India Private Limited

Sling Media Inc.

Kiran Chittella

Varunkumar B Tripathi

Yatish Jayant Naik Raikar

Arunoday Thammineni

Vinayak Kulkarni

Jayaprakash Narayanan Ramaraj

Yatish J Naik Raikar

Bharani Gopinath

Rueju Namath

Systems and methods enrich speech to text communications between users in speech chat sessions using a speech emotion recognition model to convert observed emotions in speech samples to enrich text with visual emotion content. The method may include generating a data set of speech samples with labels of a plurality of emotion classes, selecting a set of acoustic features from each of the emotion classes, generating a machine learning (ML) model based on the acoustic features and data set, applying the set of rules based on the selected set of acoustic features and data set, computing a number of rules that have been satisfied, and presenting the enriched text in speech-to-text communications between users in the chat session for visual notice of an observed emotion in the speech sample.

Method and system for speech emotion recognition

A method for speech emotion recognition for enriching speech to text communications between users in speech chat sessions including: implementing a speech emotion recognition model to enable converting observed emotions in speech samples to enrich text with visual emotion content by: generating a data set of speech samples with labels of a plurality of emotion classes; extracting a set of acoustic features from each of the emotion classes; generating a machine learning (ML) model based on the acoustic features and data set; training the ML model from acoustic features from speech samples during speech chat sessions; predicting emotion content based on a trained ML model in the observed speech; generating enriched text based on predicted emotion content of the trained ML model; and presenting the enriched text in speech to text communications between users in the chat session for visual notice of an observed emotion in the speech sample.

Seek and other trick play functions can be improved in placeshifting and similarly live-encoded video streams. Thumbnail images are derived from I-frames (or similar key frames) of the source video stream rather than from the live-encoded stream. The thumbnail images are tagged to indicate a presentation time stamp (PTS) or similar identification of the source video frame that was used to create the thumbnail image. The tagged thumbnails are provided to the media player, which renders the images to indicate different portions of the video stream as the viewer scans or performs other functions. When the viewer selects to skip to a different part of the video stream, the PTS or similar identifier associated with the presented thumbnail image is sent to the placeshifting encoder to identify the appropriate starting point to resume live encoding.

Seek with thumbnail generation and display during placeshifting session

Timed text that is provided in a television broadcast or media stream can be enhanced to provide an improved user experience. A scrollable text window can be provided in a media player application, for example, that can allow the user to quickly 'catchup' from a missed moment. The timed text may be enhanced to allow links to dictionaries, encyclopedias, online sources, thesauruses, translating services, and/or the like. Further implementations could use automated tools to automatically generate program summaries for watched or unwatched content.

Enhanced timed text in video streaming

Media content is downloaded from a remote source. A request is received from a client device for sideloading of the media content. Sideloading of the media content to the client device is begun when the downloading has begun and the request has been received.

Management of a sideloaded content

Systems, methods and devices are provided to reduce change latency and/or to provide a picture-in-picture (PIP) feature within a placeshifted media stream. As the viewer receives a primary stream containing selected programming, secondary programming that is likely to be of interest to the user is predicted. A secondary stream containing the predicted content is obtained at the same time as the primary stream selected by the user. The secondary stream may be of lower quality than the primary stream to preserve network bandwidth. If the user subsequently selects the predicted secondary content, the previously-obtained content can be quickly provided as an output to the display. Alternately, the primary and secondary streams may be simultaneously output to the display in PIP or another manner.

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Bengaluru, India

Kiran Chittella