An Approach Towards Generating Subtitles Automatically from Videos by Extracting Audio
Journal Title: GRD Journal for Engineering - Year 2018, Vol 3, Issue 5
Abstract
Videos are very important and helpful in our daily life for understanding and comprehend the information. With the help of videos user can gain the knowledge and spreads that knowledge to the other peoples. Hence, here it becomes important to make videos available to the people having auditory problems and even more for the people to remove the gaps of their native language. This all things are getting by using the subtitles for videos. There are several websites which are providing the subtitle files for the videos but not for all videos. Downloading subtitles from internet is a monotonous process. Hence to generate subtitles automatically with the help of software is the valid subject to research, this research paper resolves the problems mentioned above through the speech recognition technology. There are three models helps to generate subtitles for videos, Audio Extraction helps to extract audio from video and convert into .wav format for speech recognition process. Here 24% reduction rate has been achieved in the size of the video after the extraction. With the help of PocketSphinx speech recognition engine the .wav file get processed and the speech is get converted into text format and stored in .srt file for future use.
Authors and Affiliations
Rizwan Sheikh, Swapnil Suryajoshi, Shivam Gupta, Sushant Tayde
Keywords
Related Articles
- EP ID EP292965
- DOI -
- Views 91
- Downloads 0
Detection of Potholes, Humps and Measuring Distance between Two Vehicles using Ultrasonic Sensor and Accelerometer
The most common problem that is faced in India is the maintenance of roads. The maintenance of roads mostly focusses on improper roads which are due to potholes, humps etc. Our project mainly aims at detection of pothole...
SMART Model for Urban Land Management
In India, urban land management is a state subject and each state has their own urban land supply policy. The aim of research paper is to identify the best land management techniques in India based on performance indicat...
Implementation of Emotion Generation and Summarization form Affective Text
Emotion Generation and Summarization form Affective Text deals with new aspect for categorizing the document based on the emotions such as Empathy, Touched, Boredom, Warmness, Amusement and Surprise. In order to predict...
Effective Utilization of Regenerative Braking in Electric Bike
Conventional vechicles running on fossil fuel causes more global pollution and it creates an adverse effects on the environment. To bring out solution for this problem electric vechicle is introduced. To make it more eff...
Geomentric Transformations and Thresholding of Images using Opencv-Python
A geometric change is any bijection of a set having some geometric structure to itself or another such set. Specifically, a geometric change is a capacity whose space and range are sets of focuses. In this paper to apply...