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Real Time Speech Enhancement in the Waveform Domain

https://doi.org/10.21437/interspeech.2020-2409

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-22482-4_11openalex-snapshot

Speech Enhancement with LSTM Recurrent Neural Networks and its Application to Noise-Robust ASR

inferredcites →https://doi.org/10.1007/978-3-319-24574-4_28openalex-snapshot

U-Net: Convolutional Networks for Biomedical Image Segmentation

inferredcites →https://doi.org/10.1016/j.specom.2019.06.002openalex-snapshot

Deep learning for minimum mean-square error approaches to speech enhancement

inferredcites →https://doi.org/10.1109/asru46091.2019.9003785openalex-snapshot

An Investigation into the Effectiveness of Enhancement in ASR Training and Test for Chime-5 Dinner Party Transcription

inferredcites →https://doi.org/10.1109/globalsip.2014.7032183openalex-snapshot

Discriminatively trained recurrent neural networks for single-channel speech separation

inferredcites →https://doi.org/10.1109/icassp.1984.1172555openalex-snapshot

A flexible sampling-rate conversion method

inferredcites →https://doi.org/10.1109/icassp.2006.1659980openalex-snapshot

Subjective Comparison of Speech Enhancement Algorithms

inferredcites →https://doi.org/10.1109/icassp.2011.5946971openalex-snapshot

CROWDMOS: An approach for crowdsourcing mean opinion score studies

inferredcites →https://doi.org/10.1109/icassp.2015.7178800openalex-snapshot

A deep neural network for time-domain signal reconstruction

inferredcites →https://doi.org/10.1109/icassp.2015.7178964openalex-snapshot

Librispeech: An ASR corpus based on public domain audio books

inferredcites →https://doi.org/10.1109/icassp.2018.8462068openalex-snapshot

Time-Frequency Masking-Based Speech Enhancement Using Generative Adversarial Network

inferredcites →https://doi.org/10.1109/icassp.2018.8462417openalex-snapshot

A Wavenet for Speech Denoising

inferredcites →https://doi.org/10.1109/icassp.2019.8683799openalex-snapshot

Sergan: Speech Enhancement Using Relativistic Generative Adversarial Networks with Gradient Penalty

inferredcites →https://doi.org/10.1109/icassp40776.2020.9053795openalex-snapshot

Parallel Wavegan: A Fast Waveform Generation Model Based on Generative Adversarial Networks with Multi-Resolution Spectrogram

inferredcites →https://doi.org/10.1109/icassp40776.2020.9054254openalex-snapshot

Weighted Speech Distortion Losses for Neural-Network-Based Real-Time Speech Enhancement

inferredcites →https://doi.org/10.1109/iccv.2015.123openalex-snapshot

Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

inferredcites →https://doi.org/10.1109/lsp.2017.2750979openalex-snapshot

An Individualized Super-Gaussian Single Microphone Speech Enhancement for Hearing Aid Users With Smartphone as an Assistive Device

inferredcites →https://doi.org/10.1109/proc.1979.11540openalex-snapshot

Enhancement and bandwidth compression of noisy speech

inferredcites →https://doi.org/10.1109/tasl.2007.911054openalex-snapshot

Evaluation of Objective Quality Measures for Speech Enhancement

inferredcites →https://doi.org/10.1109/tasl.2009.2015084openalex-snapshot

Babble Noise: Modeling, Analysis, and Applications

inferredcites →https://doi.org/10.1109/tasl.2011.2114881openalex-snapshot

An Algorithm for Intelligibility Prediction of Time–Frequency Weighted Noisy Speech

inferredcites →https://doi.org/10.1109/taslp.2014.2364452openalex-snapshot

A Regression Approach to Speech Enhancement Based on Deep Neural Networks

inferredcites →https://doi.org/10.1109/taslp.2019.2915167openalex-snapshot

Conv-TasNet: Surpassing Ideal Time–Frequency Magnitude Masking for Speech Separation

inferredcites →https://doi.org/10.1109/taslp.2020.2987441openalex-snapshot

DeepMMSE: A Deep Learning Approach to MMSE-Based Noise Power Spectral Density Estimation

inferredcites →https://doi.org/10.1109/tassp.1985.1164550openalex-snapshot

Speech enhancement using a minimum mean-square error log-spectral amplitude estimator

inferredcites →https://doi.org/10.1609/aaai.v34i05.6377openalex-snapshot

Deep Residual-Dense Lattice Network for Speech Enhancement

inferredcites →https://doi.org/10.21437/interspeech.2015-358openalex-snapshot

Multi-objective learning and mask-based post-processing for deep neural network based speech enhancement

inferredcites →https://doi.org/10.21437/interspeech.2017-1428openalex-snapshot

SEGAN: Speech Enhancement Generative Adversarial Network

inferredcites →https://doi.org/10.21437/interspeech.2018-1405openalex-snapshot

A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement

inferredcites →https://doi.org/10.21437/interspeech.2018-1780openalex-snapshot

Investigating Generative Adversarial Networks Based Speech Dereverberation for Robust Speech Recognition

inferredcites →https://doi.org/10.21437/interspeech.2019-1924openalex-snapshot

Speech Denoising with Deep Feature Losses

inferredcites →https://doi.org/10.21437/interspeech.2019-1965openalex-snapshot

Probability Density Distillation with Generative Adversarial Networks for High-Quality Parallel Waveform Generation

inferredcites →https://doi.org/10.21437/interspeech.2019-2680openalex-snapshot

SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition

inferredcites →https://doi.org/10.48550/arxiv.1609.03499openalex-snapshot

WaveNet: A Generative Model for Raw Audio

inferredcites →https://doi.org/10.48550/arxiv.1811.11307openalex-snapshot

Improved Speech Enhancement with the Wave-U-Net

inferredcites →https://doi.org/10.48550/arxiv.1905.04874openalex-snapshot

MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement

inferredcites →https://doi.org/10.48550/arxiv.1909.08050openalex-snapshot

A scalable noisy speech dataset and online subjective test framework

inferredcites →https://doi.org/10.48550/arxiv.1911.08460openalex-snapshot

End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures

inferredcites →https://doi.org/10.48550/arxiv.1911.13254openalex-snapshot

Music Source Separation in the Waveform Domain

inferredcites →https://doi.org/10.48550/arxiv.2001.08662openalex-snapshot

The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Speech Quality and Testing Framework

inferredcites →https://doi.org/10.48550/arxiv.2003.01531openalex-snapshot

Voice Separation with an Unknown Number of Multiple Speakers

inferredcites →https://doi.org/10.7488/ds/2117openalex-snapshot

Noisy speech database for training speech enhancement algorithms and TTS models

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Up-Cycle-Senet: Unpaired Phase-Aware Speech Enhancement Using Deep Complex Cycle Adversarial Networks

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AGSEU-Net: An Optimal Deep Learning Framework for Noise Filtering

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SESNet: A Speech Enhancement and Separation Network in Noisy Reverberant Environments

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Audio-visual modelling in a clinical setting

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Mixed T-domain and TF-domain Magnitude and Phase representations for GAN-based speech enhancement

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End‐to‐end speech‐denoising deep neural network based on residual‐attention gated linear units

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Multi‐stage attention network for monaural speech enhancement

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Audio classification with complex neural networks

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Robust Speech Recognition Model Using Multi-Source Federal Learning after Distillation and Deep Edge Intelligence

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Temporal convolutional networks work as general feature extractors for single-particle diffusion analysis

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Gender-Specific Speech Enhancement Architecture for Improving Deep Neural Networks Learning

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DSFITNet: A Dual-Stream Feature Interaction Transformer Network for Speech Enhancement

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Deep Learning Models for Single-Channel Speech Enhancement on Drones

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NSE-CATNet: Deep Neural Speech Enhancement Using Convolutional Attention Transformer Network

inferred← citeshttps://doi.org/10.1109/access.2023.3324210openalex-snapshot

Multi-Attention Bottleneck for Gated Convolutional Encoder-Decoder-Based Speech Enhancement

inferred← citeshttps://doi.org/10.1109/access.2023.3343738openalex-snapshot

Speech Enhancement Using Dynamic Learning in Knowledge Distillation via Reinforcement Learning

inferred← citeshttps://doi.org/10.1109/access.2023.3344813openalex-snapshot

A Survey of Audio Enhancement Algorithms for Music, Speech, Bioacoustics, Biomedical, Industrial, and Environmental Sounds by Image U-Net

inferred← citeshttps://doi.org/10.1109/access.2024.3361286openalex-snapshot

Spatio-Temporal Features Representation Using Recurrent Capsules for Monaural Speech Enhancement

inferred← citeshttps://doi.org/10.1109/access.2024.3403761openalex-snapshot

Knowledge Distillation-Based Training of Speech Enhancement for Noise-Robust Automatic Speech Recognition

inferred← citeshttps://doi.org/10.1109/access.2024.3444596openalex-snapshot

Temporally Dynamic Spiking Transformer Network for Speech Enhancement

inferred← citeshttps://doi.org/10.1109/access.2025.3573648openalex-snapshot

Framework for Emotion Recognition Using Cross-Modal Transformers With Non-Contact Multimodal Signals Aiming Clinical Service Support

inferred← citeshttps://doi.org/10.1109/access.2025.3585958openalex-snapshot

LSENet: A Lightweight Spectral Enhancement Network for High-Quality Speech Processing on Resource-Constrained Platforms

inferred← citeshttps://doi.org/10.1109/access.2025.3600364openalex-snapshot

Multilingual Low-Latency Emergency VoIP System Using LLM for Speech Reconstruction and Blockchain for Secure Data Archiving

inferred← citeshttps://doi.org/10.1109/access.2025.3644852openalex-snapshot

DUAL-RES: A Phase-Aware Lightweight Framework for Real-Time Denoising and Emergency-Caller Detection

inferred← citeshttps://doi.org/10.1109/ainit61980.2024.10581684openalex-snapshot

BIUnet: Unet Network for Mask Estimation in Single-Channel Speech Enhancement

inferred← citeshttps://doi.org/10.1109/apsipaasc58517.2023.10317376openalex-snapshot

SEformer: Dual-Path Conformer Neural Network is a Good Speech Denoiser

inferred← citeshttps://doi.org/10.1109/apsipaasc58517.2023.10317485openalex-snapshot

Speech Enhancement with Multi-granularity Vector Quantization

inferred← citeshttps://doi.org/10.1109/apsipaasc63619.2025.10849007openalex-snapshot

Bluemarble: Bridging Latent Uncertainty in Articulatory-to-Speech Synthesis with a Learned Codebook

inferred← citeshttps://doi.org/10.1109/apsipaasc65261.2025.11249081openalex-snapshot

Ts-Vad+: Modularized Target-Speaker Voice Activity Detection for Robust Speaker Diarization

inferred← citeshttps://doi.org/10.1109/apsipaasc65261.2025.11249415openalex-snapshot

Speech Enhancement Network with Windowed Cross Attention Using Noise-Reference Microphone

inferred← citeshttps://doi.org/10.1109/asru57964.2023.10389726openalex-snapshot

Magnitude-and-Phase-Aware Speech Enhancement With Parallel Sequence Modeling

inferred← citeshttps://doi.org/10.1109/asru57964.2023.10389748openalex-snapshot

Diffusion-Based Mel-Spectrogram Enhancement for Personalized Speech Synthesis with Found Data

inferred← citeshttps://doi.org/10.1109/asru57964.2023.10389793openalex-snapshot

LC4SV: A Denoising Framework Learning to Compensate for Unseen Speaker Verification Models

inferred← citeshttps://doi.org/10.1109/asru65441.2025.11433840openalex-snapshot

Improving Resource-Efficient Speech Enhancement via Neural Differentiable DSP Vocoder Refinement

inferred← citeshttps://doi.org/10.1109/asru65441.2025.11433847openalex-snapshot

Pitch-Assistant Harmonic Recovery for Efficient Speech Enhancement

inferred← citeshttps://doi.org/10.1109/asru65441.2025.11434673openalex-snapshot

Revealing the Role of Audio Channels in ASR Performance Degradation

inferred← citeshttps://doi.org/10.1109/asru65441.2025.11434748openalex-snapshot

Improving Noise Robust Audio-Visual Speech Recognition via Router-Gated Cross-Modal Feature Fusion

inferred← citeshttps://doi.org/10.1109/atsip62566.2024.10638908openalex-snapshot

Audio signal Enhancement based on amplitude and phase deep learning model

inferred← citeshttps://doi.org/10.1109/ccis59572.2023.10263269openalex-snapshot

Speech Enhancement with Lip Perceptual Loss

inferred← citeshttps://doi.org/10.1109/codec60112.2023.10465846openalex-snapshot

Time-Frequency Domain Speech Enhancement Framework using Audio Spectrogram Transformer with Masked Multi-head Attention

inferred← citeshttps://doi.org/10.1109/cvpr52688.2022.00805openalex-snapshot

Audio-Visual Speech Codecs: Rethinking Audio-Visual Speech Enhancement by Re-Synthesis

inferred← citeshttps://doi.org/10.1109/cvpr52688.2022.01024openalex-snapshot

Reading to Listen at the Cocktail Party: Multi-Modal Speech Separation

inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.00620openalex-snapshot

Novel-View Acoustic Synthesis

inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.01802openalex-snapshot

ReVISE: Self-Supervised Speech Resynthesis with Visual Input for Universal and Generalized Speech Regeneration

inferred← citeshttps://doi.org/10.1109/cvpr52733.2024.02565openalex-snapshot

AV-RIR: Audio-Visual Room Impulse Response Estimation

inferred← citeshttps://doi.org/10.1109/cvpr52734.2025.01753openalex-snapshot

Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning

inferred← citeshttps://doi.org/10.1109/ddp60485.2023.00018openalex-snapshot

DPATD: Dual-Phase Audio Transformer for Denoising

inferred← citeshttps://doi.org/10.1109/eect64505.2025.10967001openalex-snapshot

Multi-scale Local and Global Context-aware Network for Speech Enhancement in Insect Noise Environments

inferred← citeshttps://doi.org/10.1109/iaecst68792.2025.11415122openalex-snapshot

A Dynamic Speech Enhancement Algorithm Based on Spectral Masking

inferred← citeshttps://doi.org/10.1109/ic2ie67206.2025.11283371openalex-snapshot

Real-Time Evaluation of Client-Side DTLN Noise Suppression for WebRTC in Diverse Noise Environments

inferred← citeshttps://doi.org/10.1109/icaaic64647.2025.11330558openalex-snapshot

Real-Time Speech Denoising on Edge Devices for Disaster Response

inferred← citeshttps://doi.org/10.1109/icac61394.2024.10718806openalex-snapshot

Acoustic Emotion Analysis for Novel Detection of Alzheimer’s Dementia

inferred← citeshttps://doi.org/10.1109/icaibd57115.2023.10206097openalex-snapshot

LTF-NET: A Low-complexity Three-band Fusion Model For Full-band Speech Enhancement

inferred← citeshttps://doi.org/10.1109/icasi55125.2022.9774458openalex-snapshot

The preliminary study of improving the DPTNet speech enhancement system by adjusting its encoder and loss function

inferred← citeshttps://doi.org/10.1109/icasi55125.2022.9774487openalex-snapshot

Leveraging the perceptual metric loss to improve the DEMUCS system in speech enhancement

inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9413555openalex-snapshot

Perceptual Loss Based Speech Denoising with an Ensemble of Audio Pattern Recognition and Self-Supervised Models

inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9413575openalex-snapshot

Bandwidth Extension is All You Need

inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9413711openalex-snapshot

CDPAM: Contrastive Learning for Perceptual Audio Similarity

inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9413740openalex-snapshot

TSTNN: Two-Stage Transformer Based Neural Network for Speech Enhancement in the Time Domain

inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9414027openalex-snapshot

An Investigation of End-to-End Models for Robust Speech Recognition

inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9414062openalex-snapshot

ICASSP 2021 Deep Noise Suppression Challenge: Decoupling Magnitude and Phase Optimization with a Two-Stage Deep Network

inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9414122openalex-snapshot

Speech Enhancement with Mixture of Deep Experts with Clean Clustering Pre-Training

inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9414265openalex-snapshot

Self-Attention Generative Adversarial Network for Speech Enhancement

inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9414280openalex-snapshot

Teacher-Student Learning for Low-Latency Online Speech Enhancement Using Wave-U-Net

inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9414853openalex-snapshot

High Fidelity Speech Regeneration with Application to Speech Enhancement

inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9414878openalex-snapshot

Dnsmos: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9746087openalex-snapshot

Phase Continuity: Learning Derivatives of Phase Spectrum for Speech Enhancement

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9746108openalex-snapshot

Dnsmos P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9746169openalex-snapshot

Speech Denoising in the Waveform Domain With Self-Attention

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9746171openalex-snapshot

DPT-FSNet: Dual-Path Transformer Based Full-Band and Sub-Band Fusion Network for Speech Enhancement

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9746273openalex-snapshot

Dual-Branch Attention-In-Attention Transformer for Single-Channel Speech Enhancement

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9746303openalex-snapshot

Investigating Self-Supervised Learning for Speech Enhancement and Separation

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9746615openalex-snapshot

SQAPP: No-Reference Speech Quality Assessment Via Pairwise Preference

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9746636openalex-snapshot

Toward Degradation-Robust Voice Conversion

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9746901openalex-snapshot

Conditional Diffusion Probabilistic Model for Speech Enhancement

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9746977openalex-snapshot

A Two-Stage U-Net for High-Fidelity Denoising of Historical Recordings

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9747120openalex-snapshot

MANNER: Multi-View Attention Network For Noise Erasure

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9747168openalex-snapshot

Dynamic Sliding Window for Realtime Denoising Networks

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9747177openalex-snapshot

Speech Enhancement with Neural Homomorphic Synthesis

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9747379openalex-snapshot

A Noise-Robust Self-Supervised Pre-Training Model Based Speech Representation Learning for Automatic Speech Recognition

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9747454openalex-snapshot

Music Enhancement via Image Translation and Vocoding

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9747511openalex-snapshot

Off-the-Shelf Deep Integration For Residual-Echo Suppression

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9747578openalex-snapshot

FRCRN: Boosting Feature Representation Using Frequency Recurrence for Monaural Speech Enhancement

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9747584openalex-snapshot

Speaker Reinforcement Using Target Source Extraction for Robust Automatic Speech Recognition

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9747656openalex-snapshot

Low Resources Online Single-Microphone Speech Enhancement with Harmonic Emphasis

inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10445878openalex-snapshot

What Do Neural Networks Listen to? Exploring the Crucial Bands in Speech Enhancement Using SINC-Convolution

inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10445944openalex-snapshot

Hybrid Attention Time-Frequency Analysis Network for Single-Channel Speech Enhancement

inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10446056openalex-snapshot

Remixed2remixed: Domain Adaptation for Speech Enhancement by Noise2noise Learning with Remixing

inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10446235openalex-snapshot

DDD: A Perceptually Superior Low-Response-Time DNN-Based Declipper

inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10446439openalex-snapshot

BAE-Net: a Low Complexity and High Fidelity Bandwidth-Adaptive Neural Network for Speech Super-Resolution

inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10446787openalex-snapshot

Lightweight Multi-Axial Transformer with Frequency Prompt for Single Channel Speech Enhancement

inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10447017openalex-snapshot

uSee: Unified Speech Enhancement And Editing with Conditional Diffusion Models

inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10447096openalex-snapshot

A Two-Stage Framework in Cross-Spectrum Domain for Real-Time Speech Enhancement

inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10447253openalex-snapshot

Maskmark: Robust Neuralwatermarking for Real and Synthetic Speech

inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10447441openalex-snapshot

Scalable Ensemble-Based Detection Method Against Adversarial Attacks For Speaker Verification

inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10447464openalex-snapshot

SELM: Speech Enhancement using Discrete Tokens and Language Models

inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10447687openalex-snapshot

Corn: Co-Trained Full- and No-Reference Speech Quality Assessment

inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10448028openalex-snapshot

NOMAD: Unsupervised Learning of Perceptual Embeddings For Speech Enhancement and Non-Matching Reference Audio Quality Assessment

inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10448381openalex-snapshot

Real-Time Low-Latency Music Source Separation Using Hybrid Spectrogram-Tasnet

inferred← citeshttps://doi.org/10.1109/icassp49357.2023.10094304openalex-snapshot

COVID-19 Detection from Speech in Noisy Conditions

inferred← citeshttps://doi.org/10.1109/icassp49357.2023.10094685openalex-snapshot

Individual Sub-Band Estimation Approach to Bandwidth Extension and Enhancement of Coded Speech

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