Techniques for Speech Processing

This cluster covers a broad range of methodologies for processing speech signals, including identification, verification, and extraction of meaningful information from audio. It emphasizes the application of machine learning and statistical methods in these tasks.

speech processing
speaker identification
verification
Gaussian Mixture Models
deep learning
audio feature extraction

3,087 papers

Parent topic: Speech and Audio Signal Processing

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Papers Over Time

1960197019801990200020102020

Top Papers

Speaker Identification And Verification Using Gaussian Mixture Speaker Models

1995 · 820 citations

Multichannel Nonnegative Matrix Factorization In Convolutive Mixtures For Audio Source Separation

2010 · 454 citations

Speaker Recognition Based On Deep Learning: An Overview

2021 · 236 citations

Multimicrophone Signal‐Processing Technique To Remove Room Reverberation From Speech Signals

1977 · 190 citations

On The Use Of Instantaneous And Transitional Spectral Information In Speaker Recognition

1988 · 182 citations

A Review Of Speaker Diarization: Recent Advances With Deep Learning

2022 · 173 citations

Effects Of Low Pass Filtering On The Intelligibility Of Speech In Noise For People With And Without Dead Regions At High Frequencies

2002 · 146 citations

Discrimination Of Speech From Nonspeech Based On Multiscale Spectro-Temporal Modulations

2006 · 142 citations

A Multi-Resolution Envelope-Power Based Model For Speech Intelligibility

2013 · 141 citations

Vowel Onset Point Detection Using Source, Spectral Peaks, And Modulation Spectrum Energies

2009 · 134 citations

Analyzing Noise Robustness Of MFCC And GFCC Features In Speaker Identification

2013 · 133 citations

Real-time Speaker Identification And Verification

2006 · 131 citations

Robust Endpoint Detection And Energy Normalization For Real-Time Speech And Speaker Recognition

2002 · 128 citations

Divide And Conquer: A Deep CASA Approach To Talker-Independent Monaural Speaker Separation

2019 · 110 citations

Deep Neural Networks For Multiple Speaker Detection And Localization

2018 · 110 citations

Speech Enhancement Based On Neural Networks Improves Speech Intelligibility In Noise For Cochlear Implant Users

2017 · 104 citations

Modeling Spectral Envelopes Using Restricted Boltzmann Machines And Deep Belief Networks For Statistical Parametric Speech Synthesis

2013 · 102 citations

A Soft Voice Activity Detector Based On A Laplacian-Gaussian Model

2003 · 101 citations

Single-channel Speech Separation Using Sparse Non-Negative Matrix Factorization

2006 · 95 citations

Analysis Of Feature Extraction And Channel Compensation In A GMM Speaker Recognition System

2007 · 86 citations