Search Results - "Mulimani, Manjunath"

Segmentation and characterization of acoustic event spectrograms using singular value decomposition by Mulimani, Manjunath, Koolagudi, Shashidhar G.

“…•Acoustic event spectrograms are segmented using left singular vector.•Segmented acoustic event spectrograms are characterized.•Robustness of the proposed…”
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ComposeInStyle: Music composition with and without Style Transfer by Mukherjee, Sreetama, Mulimani, Manjunath

“…Every music composition has a composer at the core of its building block, molding it into a style of their own. The creative compositional style of a composer…”
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Class-Incremental Learning for Multi-Label Audio Classification by Mulimani, Manjunath, Mesaros, Annamaria

“…In this paper, we propose a method for class-incremental learning of potentially overlapping sounds for solving a sequence of multi-label audio classification…”
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Robust Acoustic Event Classification using Fusion Fisher Vector features by Mulimani, Manjunath, Koolagudi, Shashidhar G.

“…•Novel Fusion Fisher Vector Features are proposed for Acoustic Event Classification.•Robustness of the proposed features is evaluated in noisy…”
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Extraction of MapReduce-based features from spectrograms for audio-based surveillance by Mulimani, Manjunath, Koolagudi, Shashidhar G.

“…In this paper, we proposed a novel parallel method for extraction of significant information from spectrograms using MapReduce programming model for the…”
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Acoustic Scene Classification using Deep Fisher network by Venkatesh, Spoorthy, Mulimani, Manjunath, Koolagudi, Shashidhar G.

“…Acoustic Scene Classification (ASC) is the task of assigning a semantic label to an audio recording, based on the surrounding environment. In this work, a…”
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Detection of COVID-19 from X-rays using hybrid deep learning models by Nandi, Ritika, Mulimani, Manjunath

“…Purpose To propose a model that can detect the presence of Covid-19 from chest X-rays and can be used with low hardware resource-based personal digital…”
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Acoustic scene classification using projection Kervolutional neural network by Mulimani, Manjunath, Nandi, Ritika, Koolagudi, Shashidhar G

“…In this paper, a novel Projection Kervolutional Neural Network (ProKNN) is proposed for Acoustic Scene Classification (ASC). ProKNN is a combination of two…”
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Online Domain-Incremental Learning Approach to Classify Acoustic Scenes in All Locations by Mulimani, Manjunath, Mesaros, Annamaria

“…In this paper, we propose a method for online domain-incremental learning of acoustic scene classification from a sequence of different locations. Simply…”
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Polyphonic Sound Event Detection Using Transposed Convolutional Recurrent Neural Network by Chatterjee, Chandra Churh, Mulimani, Manjunath, Koolagudi, Shashidhar G.

“…In this paper we propose a Transposed Convolutional Recurrent Neural Network (TCRNN) architecture for polyphonic sound event recognition. Transposed…”
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Online Domain-Incremental Learning Approach to Classify Acoustic Scenes in All Locations by Mulimani, Manjunath, Mesaros, Annamaria

“…In this paper, we propose a method for online domain-incremental learning of acoustic scene classification from a sequence of different locations. Simply…”
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A Deep Neural Network-Driven Feature Learning Method for Polyphonic Acoustic Event Detection from Real-Life Recordings by Mulimani, Manjunath, Kademani, Akash B., Koolagudi, Shashidhar G.

“…In this paper, a Deep Neural Network (DNN)-driven feature learning method for polyphonic Acoustic Event Detection (AED) is proposed. The proposed DNN is a…”
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Class-Incremental Learning for Multi-Label Audio Classification by Mulimani, Manjunath, Mesaros, Annamaria

“…In this paper, we propose a method for class-incremental learning of potentially overlapping sounds for solving a sequence of multi-label audio classification…”
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Incremental Learning of Acoustic Scenes and Sound Events by Mulimani, Manjunath, Mesaros, Annamaria

“…In this paper, we propose a method for incremental learning of two distinct tasks over time: acoustic scene classification (ASC) and audio tagging (AT). We use…”
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Acoustic Scene Classification using Fusion of Features and Random Forest Classifier by Sachdeva, Shantanu, Mulimani, Manjunath

“…This paper proposes a model for the task of Acoustic Scene Classification. The proposed model utilizes convolutional neural networks and a random forest…”
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Acoustic Event Classification Using Spectrogram Features by Mulimani, Manjunath, Koolagudi, Shashidhar G.

“…This paper investigates a new feature extraction method to extract different features from the spectrogram of an audio signal for Acoustic Event Classification…”
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Evaluating robustness of You Only Hear Once(YOHO) Algorithm on noisy audios in the VOICe Dataset by Tiwari, Soham, Lakhotia, Kshitiz, Mulimani, Manjunath

“…Sound event detection (SED) in machine listening entails identifying the different sounds in an audio file and identifying the start and end time of a…”
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Acoustic Scene Classification using Deep Learning Architectures by V, Spoorthy, Mulimani, Manjunath, Koolagudi, Shashidhar G.

“…Enabling devices to make sense of sound is known as Acoustic Scene Classification (ASC). The analysis of various scenes by applying computational algorithms is…”
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Currency recognition system using image processing by Abburu, Vedasamhitha, Gupta, Saumya, Rimitha, S. R., Mulimani, Manjunath, Koolagudi, Shashidhar G.

“…In this paper, we propose a system for automated currency recognition using image processing techniques. The proposed method can be used for recognizing both…”
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Acoustic event classification using graph signals by Mulimani, Manjunath, Jahnavi, U. P., Koolagudi, Shashidhar G.

“…In this paper, a graph signal is generated from spectrogram and features are investigated from graph signal for Acoustic Event Classification (AEC). Different…”
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