A U-net with Gated Recurrent Unit and Efficient Channel Attention Mechanism for Real-time Speech Enhancement. - Sivaramakrishna Yechuri; Sunnydayal Vanambathina (ANTS, 2022)

A Nested U-Net with Efficient Channel Attention and D3Net for Speech Enhancement. - Sivaramakrishna Yechuri; Sunnydayal Vanambathina (Circuits Syst. Signal Process., 2023)

Genetic Algorithm-Based Adaptive Wiener Gain for Speech Enhancement Using an Iterative Posterior NMF. - Sivaramakrishna Yechuri; Sunny Dayal Vanabathina (Int. J. Image Graph., 2023)

Single channel speech enhancement using iterative constrained NMF based adaptive wiener gain. - Sivaramakrishna Yechuri; Sunnydayal Vanambathina (Multim. Tools Appl., 2024)

A Multi-scale Subconvolutional U-Net with Time-Frequency Attention Mechanism for Single Channel Speech Enhancement. - Sivaramakrishna Yechuri; Thirupathi Rao Komati; Rama Krishna Yellapragada; Sunnydayal Vanambathina (Circuits Syst. Signal Process., 2024)

Sub-convolutional U-Net with transformer attention network for end-to-end single-channel speech enhancement. - Sivaramakrishna Yechuri; Sunny Dayal Vanambathina (EURASIP J. Audio Speech Music. Process., 2024)

Speech Enhancement: A Review of Different Deep Learning Methods. - Sivaramakrishna Yechuri; Sunny Dayal Vanabathina (Int. J. Image Graph., 2025)