Karthikeyan Saravanan

According to our database, Karthikeyan Saravanan authored at least 9 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Exploring compressibility of transformer based text-to-music (TTM) models.

Vasileios Moschopoulos, Thanasis Kotsiopoulos, Pablo Peso Parada, Konstantinos Nikiforidis, Alexandros Stergiadis, Gerasimos Papakostas, Md Asif Jalal, Jisi Zhang, Anastasios Drosou, Karthikeyan Saravanan

CoRR, 2024

DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation.

Jie Xu, Karthikeyan Saravanan, Rogier van Dalen, Haaris Mehmood, David Tuckey, Mete Ozay

CoRR, 2024

2023

Privacy-preserving Federated Learning and its application to natural language processing.

Balázs Nagy, István Hegedüs, Noémi Sándor, Balázs Egedi, Haaris Mehmood, Karthikeyan Saravanan, Gábor Lóki, Ákos Kiss

Knowl. Based Syst., 2023

On-Device Speaker Anonymization of Acoustic Embeddings for ASR based onFlexible Location Gradient Reversal Layer.

Md Asif Jalal, Pablo Peso Parada, Jisi Zhang, Karthikeyan Saravanan, Mete Ozay, Myoungji Han, Jungin Lee, Seokyeong Jung

CoRR, 2023

On-Device Speaker Anonymization of Acoustic Embeddings for ASR based on Flexible Location Gradient Reversal Layer.

Md Asif Jalal, Pablo Peso Parada, Jisi Zhang, Mete Ozay, Karthikeyan Saravanan, Myoungji Han, Jungin Lee, Seokyeong Jung

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Consistency Based Unsupervised Self-Training for ASR Personalisation.

Jisi Zhang, Vandana Rajan, Haaris Mehmood, David Tuckey, Pablo Peso Parada, Md Asif Jalal, Karthikeyan Saravanan, Gil Ho Lee, Jungin Lee, Seokyeong Jung

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Locality Enhanced Dynamic Biasing and Sampling Strategies For Contextual ASR.

Md Asif Jalal, Pablo Peso Parada, George Pavlidis, Vasileios Moschopoulos, Karthikeyan Saravanan, Chrysovalantis-Giorgos Kontoulis, Jisi Zhang, Anastasios Drosou, Gil Ho Lee, Jungin Lee, Seokyeong Jung

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

pMCT: Patched Multi-Condition Training for Robust Speech Recognition.

Pablo Peso Parada, Agnieszka Dobrowolska, Karthikeyan Saravanan, Mete Ozay

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

FedNST: Federated Noisy Student Training for Automatic Speech Recognition.

Haaris Mehmood, Agnieszka Dobrowolska, Karthikeyan Saravanan, Mete Ozay

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022