Purvi Agrawal

5 papers · 2017–2020 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

Interspeech (5)

Top co-authors

Sriram Ganapathy (4) Yuki Mitsufuji (1) Naoya Takahashi (1) Nabarun Goswami (1)

Research topics

Machine Learning (5) Deep Learning (4) Speech & Audio (4) Core Methods (4) Architectures (3) Learning Types · Machine Learning (3) Recognition (3) Learning Types · Deep Learning (2) Analysis (1) Synthesis (1) Techniques (1)

Keywords

speech recognition (3) unsupervised learning (3) raw waveform (2) noise robustness (2) representation learning (2) convolutional network (1) variational autoencoder (1) generative adversarial network (1) phase estimation (1) convolutional autoencoder (1) convolutional restricted boltzmann machine (1) noise robust (1) classification approach (1) music source separation (1) signal-to-distortion ratio (1) relevance weighting (1) channel distortion (1) phase unwrapping (1) acoustic filtering (1) discretized phase (1)

Papers

Robust Raw Waveform Speech Recognition Using Relevance Weighted Representations Interspeech 2020 Unsupervised Raw Waveform Representation Learning for ASR Interspeech 2019 Comparison of Unsupervised Modulation Filter Learning Methods for ASR Interspeech 2018 PhaseNet: Discretized Phase Modeling with Deep Neural Networks for Audio Source Separation Interspeech 2018 Speech Representation Learning Using Unsupervised Data-Driven Modulation Filtering for Robust ASR Interspeech 2017