18 citations · 33 across the 13 of their papers we have counts for
4 papers · 1 filter
Summary of the DISPLACE Challenge 2023 - DIarization of SPeaker and LAnguage in Conversational Environments
Shikha Baghel, Shreyas Ramoji, Somil Jain +4
In multi-lingual societies, where multiple languages are spoken in a small geographic vicinity, informal conversations often involve mix of languages. Existing speech technologies…
DISPLACE Challenge: DIarization of SPeaker and LAnguage in Conversational Environments
Shikha Baghel, Shreyas Ramoji, Sidharth +8
In multilingual societies, social conversations often involve code-mixed speech. The current speech technology may not be well equipped to extract information from multi-lingual mu…
Audio Retrieval for Multimodal Design Documents: A New Dataset and Algorithms
Prachi Singh, Srikrishna Karanam, Sumit Shekhar
We consider and propose a new problem of retrieving audio files relevant to multimodal design document inputs comprising both textual elements and visual imagery, e.g., birthday/gr…
Supervised Hierarchical Clustering using Graph Neural Networks for Speaker Diarization
Prachi Singh, Amrit Kaul, Sriram Ganapathy
Conventional methods for speaker diarization involve windowing an audio file into short segments to extract speaker embeddings, followed by an unsupervised clustering of the embedd…