Search Results - "Fazel, Amin"

CAD-AEC: Context-Aware Deep Acoustic Echo Cancellation by Fazel, Amin, El-Khamy, Mostafa, Lee, Jungwon

“…Deep-leaming based acoustic echo cancellation (AEC) methods have been shown to outperform the classical techniques. The main drawback of the learning-based AEC…”
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Investigation on the effect of using oatmeal and date liquid sugar on the chemical and sensory properties of local Sabzevar cookies by Fazel, Amin, pedram nia, احمد, Jalali, Mehdi

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Sparse Auditory Reproducing Kernel (SPARK) Features for Noise-Robust Speech Recognition by Fazel, A., Chakrabartty, S.

“…In this paper, we present a novel speech feature extraction algorithm based on a hierarchical combination of auditory similarity and pooling functions. The…”
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Far-field acoustic source localization and bearing estimation using Σ Δ learners by Gore, Amit, Fazel, Amin, Chakrabartty, Shantanu

“…Localization of acoustic sources using miniature microphone arrays poses a significant challenge due to fundamental limitations imposed by the physics of sound…”
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Resolution Enhancement in S Learners for Superresolution Source Separation by Fazel, Amin, Gore, Amit, Chakrabartty, Shantanu

“…Many source separation algorithms fail to deliver robust performance when applied to signals recorded using high-density sensor arrays where the distance…”
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Resolution Enhancement in IL I Learners for Superresolution Source Separation by Fazel, Amin, Gore, Amit, Chakrabartty, Shantanu

“…Many source separation algorithms fail to deliver robust performance when applied to signals recorded using high-density sensor arrays where the distance…”
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Resolution Enhancement in [Formula Omitted] Learners for Superresolution Source Separation by Fazel, Amin, Gore, Amit, Chakrabartty, Shantanu

“…Many source separation algorithms fail to deliver robust performance when applied to signals recorded using high-density sensor arrays where the distance…”
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Resolution Enhancement in ΣΔ Learners for Superresolution Source Separation by FAZEL, Amin, GORE, Amit, CHAKRABARTTY, Shantanu

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Far-Field Acoustic Source Localization and Bearing Estimation Using [Formula Omitted] Learners by Gore, Amit, Fazel, Amin, Chakrabartty, Shantanu

“…Localization of acoustic sources using miniature microphone arrays poses a significant challenge due to fundamental limitations imposed by the physics of sound…”
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Far-Field Acoustic Source Localization and Bearing Estimation Using capital sigma Delta Learners by Gore, Amit, Fazel, Amin, Chakrabartty, Shantanu

“…Localization of acoustic sources using miniature microphone arrays poses a significant challenge due to fundamental limitations imposed by the physics of sound…”
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Sparse kernel cepstral coefficients (SKCC): Inner-product based features for noise-robust speech recognition by Fazel, Amin, Chakrabartty, Shantanu

“…In this paper we present a novel speech feature extraction algorithm based on sparse auditory coding and regression techniques in a reproducing kernel Hilbert…”
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Resolution Enhancement in \Sigma\Delta Learners for Superresolution Source Separation by Fazel, A., Gore, A., Chakrabartty, S.

“…Many source separation algorithms fail to deliver robust performance when applied to signals recorded using high-density sensor arrays where the distance…”
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Robust signal processing methods for miniature acoustic sensing, separation, and recognition by Fazel, Amin

“…One of several emerging areas where micro-scale integration promises significant breakthroughs is in the field of acoustic sensing. However, separation,…”
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Non-linear filtering in reproducing Kernel Hilbert Spaces for noise-robust speaker verification by Fazel, A., Chakrabartty, S.

“…In this paper, we present a non-linear filtering approach for extracting noise-robust speech features that can be used in a speaker verification task. At the…”
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SynthASR: Unlocking Synthetic Data for Speech Recognition by Fazel, Amin, Yang, Wei, Liu, Yulan, Barra-Chicote, Roberto, Meng, Yixiong, Maas, Roland, Droppo, Jasha

“…End-to-end (E2E) automatic speech recognition (ASR) models have recently demonstrated superior performance over the traditional hybrid ASR models. Training an…”
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Sigma-delta resolution enhancement for far-field acoustic source separation by Fazel, A., Chakrabartty, S.

“…Many source separation algorithms fail to deliver robust performance when applied to signals recorded using high-density microphone arrays where distance…”
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Sigma-delta learning for super-resolution independent component analysis by Fazel, Amin, Chakrabartty, Shantanu

“…Many source separation algorithms fail to deliver robust performance in presence of artifacts introduced by cross-channel redundancy, non-homogeneous mixing…”
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Robust signal processing methods for miniature acoustic sensing, separation, and recognition by Fazel, Amin

“…One of several emerging areas where micro-scale integration promises significant breakthroughs is in the field of acoustic sensing. However, separation,…”
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Sigma-delta learning for super-resolution source separation on high-density microphone arrays by Fazel, A, Chakrabartty, S

“…The performance of acoustic source separation algorithms significantly degrades when they applied to signals recorded using miniature microphone arrays where…”
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Benchmarking TinyML Systems: Challenges and Direction by Banbury, Colby R, Reddi, Vijay Janapa, Lam, Max, Fu, William, Fazel, Amin, Holleman, Jeremy, Huang, Xinyuan, Hurtado, Robert, Kanter, David, Lokhmotov, Anton, Patterson, David, Pau, Danilo, Seo, Jae-sun, Sieracki, Jeff, Thakker, Urmish, Verhelst, Marian, Yadav, Poonam

“…Recent advancements in ultra-low-power machine learning (TinyML) hardware promises to unlock an entirely new class of smart applications. However, continued…”
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