11 citations · 22 across the 14 of their papers we have counts for
14 papers
Generating Coherent Drum Accompaniment With Fills And Improvisations
Rishabh Dahale, Vaibhav Talwadker, Preeti Rao +1
Creating a complex work of art like music necessitates profound creativity. With recent advancements in deep learning and powerful models such as transformers, there has been huge…
Musical Information Extraction from the Singing Voice
Preeti Rao
Music information retrieval is currently an active research area that addresses the extraction of musically important information from audio signals, and the applications of such i…
Libration-induced Orbit Period Variations Following the DART Impact
Alex J. Meyer, Ioannis Gkolias, Michalis Gaitanas +7
The Double Asteroid Redirection Test (DART) mission will be the first test of a kinetic impactor as a means of planetary defense. In late 2022, DART will collide with Dimorphos, th…
Deep Learning For Prominence Detection In Children's Read Speech
Mithilesh Vaidya, Kamini Sabu, Preeti Rao
The detection of perceived prominence in speech has attracted approaches ranging from the design of linguistic knowledge-based acoustic features to the automatic feature learning f…
Automatic Stroke Classification of Tabla Accompaniment in Hindustani Vocal Concert Audio
Rohit M. A., Preeti Rao
The tabla is a unique percussion instrument due to the combined harmonic and percussive nature of its timbre, and the contrasting harmonic frequency ranges of its two drums. This a…
CNN Encoding of Acoustic Parameters for Prominence Detection
Kamini Sabu, Mithilesh Vaidya, Preeti Rao
Expressive reading, considered the defining attribute of oral reading fluency, comprises the prosodic realization of phrasing and prominence. In the context of evaluating oral read…
An Optimized Signal Processing Pipeline for Syllable Detection and Speech Rate Estimation
Kamini Sabu, Syomantak Chaudhuri, Preeti Rao +1
Syllable detection is an important speech analysis task with applications in speech rate estimation, word segmentation, and automatic prosody detection. Based on the well understoo…
HpRNet : Incorporating Residual Noise Modeling for Violin in a Variational Parametric Synthesizer
Krishna Subramani, Preeti Rao
Generative Models for Audio Synthesis have been gaining momentum in the last few years. More recently, parametric representations of the audio signal have been incorporated to faci…
Structure and Automatic Segmentation of Dhrupad Vocal Bandish Audio
Rohit M. A., Preeti Rao
A Dhrupad vocal concert comprises a composition section that is interspersed with improvised episodes of increased rhythmic activity involving the interaction between the vocals an…
VaPar Synth -- A Variational Parametric Model for Audio Synthesis
Krishna Subramani, Preeti Rao, Alexandre D'Hooge
With the advent of data-driven statistical modeling and abundant computing power, researchers are turning increasingly to deep learning for audio synthesis. These methods try to mo…
Speech-to-Singing Conversion in an Encoder-Decoder Framework
Jayneel Parekh, Preeti Rao, Yi-Hsuan Yang
In this paper our goal is to convert a set of spoken lines into sung ones. Unlike previous signal processing based methods, we take a learning based approach to the problem. This a…
Generative Audio Synthesis with a Parametric Model
Krishna Subramani, Alexandre D'Hooge, Preeti Rao
Use a parametric representation of audio to train a generative model in the interest of obtaining more flexible control over the generated sound.
Understanding and Classifying Cultural Music Using Melodic Features Case Of Hindustani, Carnatic And Turkish Music
Amruta Vidwans, Prateek Verma, Preeti Rao
We present a melody based classification of musical styles by exploiting the pitch and energy based characteristics derived from the audio signal. Three prominent musical styles we…
Audio segmentation based on melodic style with hand-crafted features and with convolutional neural networks
Amruta Vidwans, Nachiket Deo, Preeti Rao
We investigate methods for the automatic labeling of the taan section, a prominent structural component of the Hindustani Khayal vocal concert. The taan contains improvised raga-ba…