102 citations · 746 across the 75 of their papers we have counts for
11 papers · 1 filter
Understanding of Emotion Perception from Art
Digbalay Bose, Krishna Somandepalli, Souvik Kundu +3
Computational modeling of the emotions evoked by art in humans is a challenging problem because of the subjective and nuanced nature of art and affective signals. In this paper, we…
Cross Domain Emotion Recognition using Few Shot Knowledge Transfer
Justin Olah, Sabyasachee Baruah, Digbalay Bose +1
Emotion recognition from text is a challenging task due to diverse emotion taxonomies, lack of reliable labeled data in different domains, and highly subjective annotation standard…
Representation of professions in entertainment media: Insights into frequency and sentiment trends through computational text analysis
Sabyasachee Baruah, Krishna Somandepalli, Shrikanth Narayanan
Societal ideas and trends dictate media narratives and cinematic depictions which in turn influences people's beliefs and perceptions of the real world. Media portrayal of culture,…
Phone Duration Modeling for Speaker Age Estimation in Children
Prashanth Gurunath Shivakumar, Somer Bishop, Catherine Lord +1
Automatic inference of important paralinguistic information such as age from speech is an important area of research with numerous spoken language technology based applications. Sp…
Perceptual-based deep-learning denoiser as a defense against adversarial attacks on ASR systems
Anirudh Sreeram, Nicholas Mehlman, Raghuveer Peri +2
In this paper we investigate speech denoising as a defense against adversarial attacks on automatic speech recognition (ASR) systems. Adversarial attacks attempt to force misclassi…
Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies
Nikolaos Flemotomos, Victor R. Martinez, Zhuohao Chen +13
With the growing prevalence of psychological interventions, it is vital to have measures which rate the effectiveness of psychological care to assist in training, supervision, and…
Front-end Diarization for Percussion Separation in Taniavartanam of Carnatic Music Concerts
Nauman Dawalatabad, Jilt Sebastian, Jom Kuriakose +3
Instrument separation in an ensemble is a challenging task. In this work, we address the problem of separating the percussive voices in the taniavartanam segments of Carnatic music…
End-to-End Neural Systems for Automatic Children Speech Recognition: An Empirical Study
Prashanth Gurunath Shivakumar, Shrikanth Narayanan
A key desiderata for inclusive and accessible speech recognition technology is ensuring its robust performance to children's speech. Notably, this includes the rapidly advancing ne…
Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords
Prashanth Gurunath Shivakumar, Panayiotis Georgiou, Shrikanth Narayanan
Word vector representations enable machines to encode human language for spoken language understanding and processing. Confusion2vec, motivated from human speech production and per…
Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations
Nikolaos Flemotomos, Victor R. Martinez, Zhuohao Chen +3
During a psychotherapy session, the counselor typically adopts techniques which are codified along specific dimensions (e.g., 'displays warmth and confidence', or 'attempts to set…
A Review of Speaker Diarization: Recent Advances with Deep Learning
Tae Jin Park, Naoyuki Kanda, Dimitrios Dimitriadis +3
Speaker diarization is a task to label audio or video recordings with classes that correspond to speaker identity, or in short, a task to identify "who spoke when". In the early ye…