{"total":166,"rows":[{"id":"2101.10382","title":"Curriculum Learning: A Survey","created":"2021-01-25","cited_by_count":259,"area":null},{"id":"2110.01200","title":"AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks","created":"2021-10-04","cited_by_count":180,"area":null},{"id":"2203.16263","title":"Does Audio Deepfake Detection Generalize?","created":"2022-03-30","cited_by_count":135,"area":null},{"id":"2310.13025","title":"Powerset multi-class cross entropy loss for neural speaker diarization","created":"2023-10-19","cited_by_count":111,"area":null},{"id":"2101.08596","title":"LEAF: A Learnable Frontend for Audio Classification","created":"2021-01-21","cited_by_count":69,"area":null},{"id":"2203.01205","title":"Audio Self-supervised Learning: A Survey","created":"2022-03-02","cited_by_count":65,"area":null},{"id":"2203.08488","title":"Pushing the limits of raw waveform speaker recognition","created":"2022-03-16","cited_by_count":51,"area":null},{"id":"2111.10592","title":"Deep Spoken Keyword Spotting: An Overview","created":"2021-11-20","cited_by_count":43,"area":null},{"id":"2101.03682","title":"MAAS: Multi-modal Assignation for Active Speaker Detection","created":"2021-01-11","cited_by_count":36,"area":null},{"id":"2403.10380","title":"BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics","created":"2024-03-15","cited_by_count":36,"area":null},{"id":"2111.02363","title":"Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain Features","created":"2021-11-03","cited_by_count":33,"area":null},{"id":"2106.03932","title":"How to Design a Three-Stage Architecture for Audio-Visual Active Speaker Detection in the Wild","created":"2021-06-07","cited_by_count":31,"area":null},{"id":"2207.07783","title":"Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection","created":"2022-07-15","cited_by_count":30,"area":null},{"id":"2112.14005","title":"Towards Relatable Explainable AI with the Perceptual Process","created":"2021-12-28","cited_by_count":27,"area":null},{"id":"2301.08237","title":"LoCoNet: Long-Short Context Network for Active Speaker Detection","created":"2023-01-19","cited_by_count":25,"area":null},{"id":"2303.01507","title":"Defending against Adversarial Audio via Diffusion Model","created":"2023-03-02","cited_by_count":23,"area":"diffusion"},{"id":"2107.09507","title":"EEG-based Cross-Subject Driver Drowsiness Recognition with an Interpretable Convolutional Neural Network","created":"2021-05-30","cited_by_count":22,"area":null},{"id":"2301.09017","title":"Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?","created":"2023-01-21","cited_by_count":21,"area":null},{"id":"2403.01901","title":"FaceChain-ImagineID: Freely Crafting High-Fidelity Diverse Talking Faces from Disentangled Audio","created":"2024-03-04","cited_by_count":20,"area":null},{"id":"2102.03229","title":"Multi-Task Self-Supervised Pre-Training for Music Classification","created":"2021-02-05","cited_by_count":18,"area":null},{"id":"2505.11079","title":"ALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection","created":"2025-05-16","cited_by_count":17,"area":null},{"id":"2211.09944","title":"MelHuBERT: A simplified HuBERT on Mel spectrograms","created":"2022-11-17","cited_by_count":16,"area":null},{"id":"2107.09667","title":"Human Perception of Audio Deepfakes","created":"2021-07-20","cited_by_count":15,"area":null},{"id":"2202.06684","title":"Partially Fake Audio Detection by Self-attention-based Fake Span Discovery","created":"2022-02-14","cited_by_count":14,"area":null},{"id":"2406.01253","title":"animal2vec and MeerKAT: A self-supervised transformer for rare-event raw audio input and a large-scale reference dataset for bioacoustics","created":"2024-06-03","cited_by_count":14,"area":null},{"id":"2411.00121","title":"I Can Hear You: Selective Robust Training for Deepfake Audio Detection","created":"2024-10-31","cited_by_count":13,"area":null},{"id":"2204.03305","title":"MBI-Net: A Non-Intrusive Multi-Branched Speech Intelligibility Prediction Model for Hearing Aids","created":"2022-04-07","cited_by_count":11,"area":null},{"id":"2304.06910","title":"HCAM -- Hierarchical Cross Attention Model for Multi-modal Emotion Recognition","created":"2023-04-14","cited_by_count":11,"area":null},{"id":"2502.03945","title":"Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond","created":"2025-02-06","cited_by_count":11,"area":null},{"id":"2508.01277","title":"Foundation Models for Bioacoustics -- a Comparative Review","created":"2025-08-02","cited_by_count":11,"area":null},{"id":"2206.03351","title":"AS2T: Arbitrary Source-To-Target Adversarial Attack on Speaker Recognition Systems","created":"2022-06-07","cited_by_count":10,"area":null},{"id":"2206.06126","title":"Robust Time Series Denoising with Learnable Wavelet Packet Transform","created":"2022-06-13","cited_by_count":10,"area":null},{"id":"2306.15875","title":"Fake the Real: Backdoor Attack on Deep Speech Classification via Voice Conversion","created":"2023-06-28","cited_by_count":10,"area":"safety"},{"id":"2401.07871","title":"Explainable Predictive Maintenance: A Survey of Current Methods, Challenges and Opportunities","created":"2024-01-15","cited_by_count":10,"area":null},{"id":"2104.03123","title":"Partially-Connected Differentiable Architecture Search for Deepfake and Spoofing Detection","created":"2021-04-07","cited_by_count":9,"area":null},{"id":"2210.00943","title":"Simple Pooling Front-ends For Efficient Audio Classification","created":"2022-10-03","cited_by_count":9,"area":null},{"id":"2408.17352","title":"AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge","created":"2024-08-30","cited_by_count":9,"area":null},{"id":"2102.01363","title":"The Hitachi-JHU DIHARD III System: Competitive End-to-End Neural Diarization and X-Vector Clustering Systems Combined by DOVER-Lap","created":"2021-02-02","cited_by_count":8,"area":null},{"id":"2104.04298","title":"On Architectures and Training for Raw Waveform Feature Extraction in ASR","created":"2021-04-09","cited_by_count":8,"area":null},{"id":"2106.06969","title":"SoundDet: Polyphonic Moving Sound Event Detection and Localization from Raw Waveform","created":"2021-06-13","cited_by_count":8,"area":null},{"id":"2109.02774","title":"FastAudio: A Learnable Audio Front-End for Spoof Speech Detection","created":"2021-09-06","cited_by_count":8,"area":null},{"id":"2110.06650","title":"Multistage linguistic conditioning of convolutional layers for speech emotion recognition","created":"2021-10-13","cited_by_count":8,"area":null},{"id":"2111.00400","title":"FANS: Fusing ASR and NLU for on-device SLU","created":"2021-10-31","cited_by_count":8,"area":null},{"id":"2201.08780","title":"Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting","created":"2022-01-21","cited_by_count":8,"area":null},{"id":"2203.09824","title":"Cross-Modal Perceptionist: Can Face Geometry be Gleaned from Voices?","created":"2022-03-18","cited_by_count":8,"area":null},{"id":"2207.05508","title":"EfficientLEAF: A Faster LEarnable Audio Frontend of Questionable Use","created":"2022-07-12","cited_by_count":8,"area":null},{"id":"2208.01220","title":"GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction","created":"2022-08-02","cited_by_count":8,"area":null},{"id":"2208.04654","title":"Extending GCC-PHAT using Shift Equivariant Neural Networks","created":"2022-08-09","cited_by_count":7,"area":null},{"id":"2308.11800","title":"Complex-valued neural networks for voice anti-spoofing","created":"2023-08-22","cited_by_count":7,"area":null},{"id":"2406.10254","title":"Towards Signal Processing In Large Language Models","created":"2024-06-10","cited_by_count":7,"area":null},{"id":"2504.06753","title":"Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception","created":"2025-04-09","cited_by_count":7,"area":null},{"id":"2102.10322","title":"Learnable MFCCs for Speaker Verification","created":"2021-02-20","cited_by_count":6,"area":null},{"id":"2110.14273","title":"Deep Learning For Prominence Detection In Children's Read Speech","created":"2021-10-27","cited_by_count":6,"area":null},{"id":"2209.04167","title":"Overlapped speech and gender detection with WavLM pre-trained features","created":"2022-09-09","cited_by_count":6,"area":null},{"id":"2106.15238","title":"Representation based meta-learning for few-shot spoken intent recognition","created":"2021-06-29","cited_by_count":5,"area":null},{"id":"2201.11069","title":"Learnable Wavelet Packet Transform for Data-Adapted Spectrograms","created":"2022-01-26","cited_by_count":5,"area":null},{"id":"2204.11304","title":"Dictionary Attacks on Speaker Verification","created":"2022-04-24","cited_by_count":5,"area":null},{"id":"2509.15001","title":"BabyHuBERT: Multilingual Self-Supervised Learning for Segmenting Speakers in Child-Centered Long-Form Recordings","created":"2025-09-18","cited_by_count":5,"area":null},{"id":"2107.09392","title":"SVSNet: An End-to-end Speaker Voice Similarity Assessment Model","created":"2021-07-20","cited_by_count":4,"area":null},{"id":"2110.10009","title":"EEGminer: Discovering Interpretable Features of Brain Activity with Learnable Filters","created":"2021-10-19","cited_by_count":4,"area":null},{"id":"2210.01719","title":"Learning Temporal Resolution in Spectrogram for Audio Classification","created":"2022-10-04","cited_by_count":4,"area":null},{"id":"2301.03206","title":"Introducing Model Inversion Attacks on Automatic Speaker Recognition","created":"2023-01-09","cited_by_count":4,"area":null},{"id":"2307.13821","title":"Fitting Auditory Filterbanks with Multiresolution Neural Networks","created":"2023-07-25","cited_by_count":4,"area":null},{"id":"2308.04286","title":"Comparative Analysis of the wav2vec 2.0 Feature Extractor","created":"2023-08-08","cited_by_count":4,"area":null},{"id":"2501.03181","title":"FaceSpeak: Expressive and High-Quality Speech Synthesis from Human Portraits of Different Styles","created":"2025-01-02","cited_by_count":4,"area":null},{"id":"2103.00816","title":"Contrastive Separative Coding for Self-supervised Representation Learning","created":"2021-03-01","cited_by_count":3,"area":null},{"id":"2104.10299","title":"Voice2Mesh: Cross-Modal 3D Face Model Generation from Voices","created":"2021-04-21","cited_by_count":3,"area":null},{"id":"2107.10790","title":"Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activity","created":"2021-07-18","cited_by_count":3,"area":null},{"id":"2111.02041","title":"A Comparative Study of Speaker Role Identification in Air Traffic Communication Using Deep Learning Approaches","created":"2021-11-03","cited_by_count":3,"area":null},{"id":"2203.16937","title":"HiFi-VC: High Quality ASR-Based Voice Conversion","created":"2022-03-31","cited_by_count":3,"area":null},{"id":"2207.06379","title":"Radar Image Reconstruction from Raw ADC Data using Parametric Variational Autoencoder with Domain Adaptation","created":"2022-05-30","cited_by_count":3,"area":null},{"id":"2208.10491","title":"Improving Speech Emotion Recognition Through Focus and Calibration Attention Mechanisms","created":"2022-08-21","cited_by_count":3,"area":null},{"id":"2211.09898","title":"Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning","created":"2022-11-17","cited_by_count":3,"area":null},{"id":"2211.10565","title":"Filterbank Learning for Noise-Robust Small-Footprint Keyword Spotting","created":"2022-11-19","cited_by_count":3,"area":null},{"id":"2307.13948","title":"Rethinking Voice-Face Correlation: A Geometry View","created":"2023-07-26","cited_by_count":3,"area":null},{"id":"2308.07121","title":"Active Bird2Vec: Towards End-to-End Bird Sound Monitoring with Transformers","created":"2023-08-14","cited_by_count":3,"area":null},{"id":"2311.18188","title":"Speech Understanding on Tiny Devices with A Learning Cache","created":"2023-11-30","cited_by_count":3,"area":null},{"id":"2402.17701","title":"Real-time Low-latency Music Source Separation using Hybrid Spectrogram-TasNet","created":"2024-02-27","cited_by_count":3,"area":null},{"id":"2410.03930","title":"Reverb: Open-Source ASR and Diarization from Rev","created":"2024-10-04","cited_by_count":3,"area":null},{"id":"2506.11074","title":"Challenges in Automated Processing of Speech from Child Wearables: The Case of Voice Type Classifier","created":"2025-06-04","cited_by_count":3,"area":null},{"id":"2604.08184","title":"AT-ADD: All-Type Audio Deepfake Detection Challenge Evaluation Plan","created":"2026-04-09","cited_by_count":3,"area":null},{"id":"2102.03762","title":"Time-Domain Speech Extraction with Spatial Information and Multi Speaker Conditioning Mechanism","created":"2021-02-07","cited_by_count":2,"area":null},{"id":"2102.03868","title":"U-vectors: Generating clusterable speaker embedding from unlabeled data","created":"2021-02-07","cited_by_count":2,"area":null},{"id":"2103.01461","title":"Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect","created":"2021-03-02","cited_by_count":2,"area":null},{"id":"2104.06666","title":"End-to-end Keyword Spotting using Neural Architecture Search and Quantization","created":"2021-04-14","cited_by_count":2,"area":null},{"id":"2109.12058","title":"Optimized Power Normalized Cepstral Coefficients towards Robust Deep Speaker Verification","created":"2021-09-24","cited_by_count":2,"area":null},{"id":"2205.03355","title":"Trainable Wavelet Neural Network for Non-Stationary Signals","created":"2022-05-06","cited_by_count":2,"area":null},{"id":"2205.14496","title":"SuperVoice: Text-Independent Speaker Verification Using Ultrasound Energy in Human Speech","created":"2022-05-28","cited_by_count":2,"area":null},{"id":"2210.05254","title":"Deep Spectro-temporal Artifacts for Detecting Synthesized Speech","created":"2022-10-11","cited_by_count":2,"area":null},{"id":"2302.02742","title":"Residual Information in Deep Speaker Embedding Architectures","created":"2023-02-06","cited_by_count":2,"area":null},{"id":"2305.19569","title":"Domain knowledge-informed Synthetic fault sample generation with Health Data Map for cross-domain Planetary Gearbox Fault Diagnosis","created":"2023-05-31","cited_by_count":2,"area":null},{"id":"2309.05855","title":"Instabilities in Convnets for Raw Audio","created":"2023-09-11","cited_by_count":2,"area":null},{"id":"2311.02369","title":"TACNET: Temporal Audio Source Counting Network","created":"2023-11-04","cited_by_count":2,"area":null},{"id":"2405.13162","title":"Non-autoregressive real-time Accent Conversion model with voice cloning","created":"2024-05-21","cited_by_count":2,"area":null},{"id":"2408.15508","title":"EmoAttack: Utilizing Emotional Voice Conversion for Speech Backdoor Attacks on Deep Speech Classification Models","created":"2024-08-28","cited_by_count":2,"area":"safety"},{"id":"2408.17358","title":"Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement","created":"2024-08-30","cited_by_count":2,"area":null},{"id":"2506.09804","title":"Regularizing Learnable Feature Extraction for Automatic Speech Recognition","created":"2025-06-11","cited_by_count":2,"area":null},{"id":"2506.18915","title":"Automatic Depression Assessment using Machine Learning: A Comprehensive Survey","created":"2025-06-09","cited_by_count":2,"area":null},{"id":"2108.02010","title":"On the Exploitability of Audio Machine Learning Pipelines to Surreptitious Adversarial Examples","created":"2021-08-03","cited_by_count":1,"area":null},{"id":"2109.08910","title":"MS-SincResNet: Joint learning of 1D and 2D kernels using multi-scale SincNet and ResNet for music genre classification","created":"2021-09-18","cited_by_count":1,"area":null}],"next_cursor":"100"}