Search Results for author: Aravind Ganapathiraju

Found 7 papers, 4 papers with code

On the Efficacy and Noise-Robustness of Jointly Learned Speech Emotion and Automatic Speech Recognition

no code implementations21 May 2023 Lokesh Bansal, S. Pavankumar Dubagunta, Malolan Chetlur, Pushpak Jagtap, Aravind Ganapathiraju

New-age conversational agent systems perform both speech emotion recognition (SER) and automatic speech recognition (ASR) using two separate and often independent approaches for real-world application in noisy environments.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

Speaker Change Detection Using Features through A Neural Network Speaker Classifier

2 code implementations8 Feb 2017 Zhenhao Ge, Ananth N. Iyer, Srinath Cheluvaraja, Aravind Ganapathiraju

The mechanism proposed here is for real-time speaker change detection in conversations, which firstly trains a neural network text-independent speaker classifier using in-domain speaker data.

Sound

Neural Network Based Speaker Classification and Verification Systems with Enhanced Features

1 code implementation8 Feb 2017 Zhenhao Ge, Ananth N. Iyer, Srinath Cheluvaraja, Ram Sundaram, Aravind Ganapathiraju

This work presents a novel framework based on feed-forward neural network for text-independent speaker classification and verification, two related systems of speaker recognition.

Sound

Generation and Pruning of Pronunciation Variants to Improve ASR Accuracy

no code implementations28 Jun 2016 Zhenhao Ge, Aravind Ganapathiraju, Ananth N. Iyer, Scott A. Randal, Felix I. Wyss

Speech recognition, especially name recognition, is widely used in phone services such as company directory dialers, stock quote providers or location finders.

speech-recognition Speech Recognition

Accent Classification with Phonetic Vowel Representation

no code implementations24 Feb 2016 Zhenhao Ge, Yingyi Tan, Aravind Ganapathiraju

Previous accent classification research focused mainly on detecting accents with pure acoustic information without recognizing accented speech.

Classification General Classification

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