Manoj Kumar

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Designing Neural Speaker Embeddings with Meta Learning

Neural speaker embeddings trained using classification objectives have d...
07/31/2020 ∙ by Manoj Kumar, et al. ∙ 0 ∙ share

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Meta-learning with Latent Space Clustering in Generative Adversarial Network for Speaker Diarization

The performance of most speaker diarization systems with x-vector embedd...
07/19/2020 ∙ by Monisankha Pal, et al. ∙ 0 ∙ share

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Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap

In this study, we propose a new spectral clustering framework that can a...
03/05/2020 ∙ by Tae Jin Park, et al. ∙ 0 ∙ share

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Learning Domain Invariant Representations for Child-Adult Classification from Speech

Diagnostic procedures for ASD (autism spectrum disorder) involve semi-na...
10/25/2019 ∙ by Rimita Lahiri, et al. ∙ 0 ∙ share

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A study of semi-supervised speaker diarization system using gan mixture model

We propose a new speaker diarization system based on a recently introduc...
10/24/2019 ∙ by Monisankha Pal, et al. ∙ 0 ∙ share

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Meta-learning for robust child-adult classification from speech

Computational modeling of naturalistic conversations in clinical applica...
10/24/2019 ∙ by Nithin Rao Koluguri, et al. ∙ 0 ∙ share

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Speaker diarization using latent space clustering in generative adversarial network

In this work, we propose deep latent space clustering for speaker diariz...
10/24/2019 ∙ by Monisankha Pal, et al. ∙ 0 ∙ share

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VideoFlow: A Flow-Based Generative Model for Video

Generative models that can model and predict sequences of future events ...
03/04/2019 ∙ by Manoj Kumar, et al. ∙ 6 ∙ share

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Measuring Conversational Productivity in Child Forensic Interviews

Child Forensic Interviewing (FI) presents a challenge for effective info...
06/08/2018 ∙ by Victor Ardulov, et al. ∙ 0 ∙ share

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Parallel Architecture and Hyperparameter Search via Successive Halving and Classification

We present a simple and powerful algorithm for parallel black box optimi...
05/25/2018 ∙ by Manoj Kumar, et al. ∙ 0 ∙ share

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Mathematical Foundations of the GraphBLAS

The GraphBLAS standard (GraphBlas.org) is being developed to bring the p...
06/18/2016 ∙ by Jeremy Kepner, et al. ∙ 0 ∙ share

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Design and Implementation of an Improved Carry Increment Adder

A complex digital circuit comprises of adder as a basic unit. The perfor...
03/10/2016 ∙ by Aribam Balarampyari Devi, et al. ∙ 0 ∙ share

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A New Approach of Improving CFA Image for Digital Camera's

This paper work directly towards the improving the quality of the image ...
04/24/2012 ∙ by Manoj Kumar, et al. ∙ 0 ∙ share

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Manoj Kumar

Featured Co-authors

Sergey Levine

Chelsea Finn

Jeremy Kepner

Mohammad Norouzi

Shrikanth Narayanan

Dumitru Erhan

Aydin Buluc

John D. Owens

Vijay Vasudevan

Carl Yang

George E. Dahl

Designing Neural Speaker Embeddings with Meta Learning

Meta-learning with Latent Space Clustering in Generative Adversarial Network for Speaker Diarization

Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap

Learning Domain Invariant Representations for Child-Adult Classification from Speech

A study of semi-supervised speaker diarization system using gan mixture model

Meta-learning for robust child-adult classification from speech

Speaker diarization using latent space clustering in generative adversarial network

VideoFlow: A Flow-Based Generative Model for Video

Measuring Conversational Productivity in Child Forensic Interviews

Parallel Architecture and Hyperparameter Search via Successive Halving and Classification

Mathematical Foundations of the GraphBLAS

Design and Implementation of an Improved Carry Increment Adder

A New Approach of Improving CFA Image for Digital Camera's