Robot Arm Performing Writing through Speech Recognition Using Dynamic Time Warping Algorithm

Dance Pattern Recognition Using Dynamic Time Warping

In this paper we describe a method to detect patterns in dance movements. Such patterns can be used in the context of interactive dance systems to allow dancers to influence computational systems with their body movements. For the detection of motion patterns, dynamic time warping is used to compute the distance between two given movements. A custom threshold clustering algorithm is used for su...

Comparing Writing Styles using Word Embedding and Dynamic Time Warping

This flow can be quantified and compared by analyzing the text using natural language processing techniques. This study uses word embedding models to generate time series for novels and then compare the resulting series using dynamic time warping to find similarities. Considering time series analysis rather than a pure statistical one can capture the flow of the works and thus the similarities ...

Dynamic Time Warping Algorithm Review

Speech Recognition using the Epochwise Back Propagation through time Algorithm

In this paper, the artificial neural networks are implemented to accomplish the English alphabet speech recognition. The design an accurate and effective speech recognition system is a challenging task in the area of speech recognition. We implemented a new data classification method, where we use neural networks, which are trained and performance can be defined on the basis of recognition rate...

Using Dynamic Time Warping for Intuitive Handwriting Recognition

This paper discusses the use of Dynamic Time Warping (DTW) for visually perceptive and intuitive character recognition. In particular in forensic document examination, techniques are required that yield results matching a human user’s expectations. In our approach, the goal is to retrieve a set of best matching allographic prototypes based on a query input character. Since DTW compares each pai...

Highland piping ornament recognition using dynamic time warping

This work uses a custom-built digital bagpipe chanter interface to assist in the process of learning the Great Highland Bagpipe (GHB). In this paper, a new algorithm is presented for the automatic recognition and evaluation of the various ornamentation techniques that are a central aspect of traditional Highland bagpipe music. The algorithm is evaluated alongside a previously published approach...