Search Results for author: Soumya Dutta

Found 3 papers, 1 papers with code

Zero Shot Audio to Audio Emotion Transfer With Speaker Disentanglement

1 code implementation9 Jan 2024 Soumya Dutta, Sriram Ganapathy

The problem of audio-to-audio (A2A) style transfer involves replacing the style features of the source audio with those from the target audio while preserving the content related attributes of the source audio.

Decoder Disentanglement +1

Dynamic Spatio-Temporal Summarization using Information Based Fusion

no code implementations2 Oct 2023 Humayra Tasnim, Soumya Dutta, Melanie Moses

In the era of burgeoning data generation, managing and storing large-scale time-varying datasets poses significant challenges.

Data Summarization Decision Making

HCAM -- Hierarchical Cross Attention Model for Multi-modal Emotion Recognition

no code implementations14 Apr 2023 Soumya Dutta, Sriram Ganapathy

The audio and text representations are processed using a set of bi-directional recurrent neural network layers with self-attention that converts each utterance in a given conversation to a fixed dimensional embedding.

Emotion Classification Emotion Recognition in Conversation +1

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