11 citations · 17 across the 6 of their papers we have counts for
4 papers · 1 filter
Synergistic Effects of Knowledge Distillation and Structured Pruning for Self-Supervised Speech Models
Shiva Kumar C, Jitendra Kumar Dhiman, Nagaraj Adiga +1
Traditionally, Knowledge Distillation (KD) is used for model compression, often leading to suboptimal performance. In this paper, we evaluate the impact of combining KD loss with a…
Context-based out-of-vocabulary word recovery for ASR systems in Indian languages
Arun Baby, Saranya Vinnaitherthan, Akhil Kerhalkar +3
Detecting and recovering out-of-vocabulary (OOV) words is always challenging for Automatic Speech Recognition (ASR) systems. Many existing methods focus on modeling OOV words by mo…
Non-native English lexicon creation for bilingual speech synthesis
Arun Baby, Pranav Jawale, Saranya Vinnaitherthan +3
Bilingual English speakers speak English as one of their languages. Their English is of a non-native kind, and their conversations are of a code-mixed fashion. The intelligibility…
A non-causal FFTNet architecture for speech enhancement
Muhammed PV Shifas, Nagaraj Adiga, Vassilis Tsiaras +1
In this paper, we suggest a new parallel, non-causal and shallow waveform domain architecture for speech enhancement based on FFTNet, a neural network for generating high quality a…