1173 |
Robust Prototype Learning for Anomalous Sound Detection |
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982 |
A Multimodal Prototypical Approach for Unsupervised Sound Classification |
![GitHub](https://camo.githubusercontent.com/5ef351db3442bfcf45365a1e52d94ea145a027a90a088fa11c08a7d8e85b5df1/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f73616b7368616d73696e6768312f617564696f5f746578745f70726f746f) |
![arXiv](https://camo.githubusercontent.com/05fdd33dc84b7368d47e6e4c3195f0bba7fa8c92743687e2082792894d0013c5/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330362e31323330302d6233316231622e737667) |
563 |
Robust Audio Anti-Spoofing with Fusion-Reconstruction Learning on Multi-Order Spectrograms |
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1082 |
Adapting Language-Audio Models as Few-Shot Audio Learners |
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![arXiv](https://camo.githubusercontent.com/0061ba172211d123b0cf258d8eeb8ed68e582772af12b3bafa253233ba604226/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330352e31373731392d6233316231622e737667) |
914 |
Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention |
![GitHub](https://camo.githubusercontent.com/e6523efaa05cde26c4d3576966f26c444f80982e3eee23047be82ce1621c773c/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f6c69757875626f3731372f562d414354) |
![arXiv](https://camo.githubusercontent.com/2c6ce98781d5bf011920e448c1eb3f698890d5a65942ce16ed5355ff1afbb64e/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323231302e31363432382d6233316231622e737667) |
734 |
TFECN: Time-Frequency Enhanced ConvNet for Audio Classification |
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350 |
Resolution Consistency Training on Time-Frequency Domain for Semi-Supervised Sound Event Detection |
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1174 |
Fine-Tuning Audio Spectrogram Transformer with Task-Aware Adapters for Sound Event Detection |
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1210 |
Small Footprint Multi-Channel Network for Keyword Spotting with Centroid Based Awareness |
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1380 |
Few-Shot Class-Incremental Audio Classification using Adaptively-Refined Prototypes |
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![arXiv](https://camo.githubusercontent.com/9ad47f40773fed82937e0f03595025a768b7d9ad43c89088d0c3be99907b0fb6/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330352e31383034352d6233316231622e737667) |
1549 |
Interpretable Latent Space using Space-Filling Curves for Phonetic Analysis in Voice Conversion |
![GitLab](https://camo.githubusercontent.com/6c9272143082c156ae960cf754030bc340c03f92aeceb0df9016c35575d6e048/68747470733a2f2f696d672e736869656c64732e696f2f6769746c61622f73746172732f7370656563682d696e746572616374696f6e2d746563686e6f6c6f67792d61616c746f2d756e69766572736974792f73667671) |
![Aalto](https://camo.githubusercontent.com/ea9a9f0755ab28c0df5d8757bda92140a2b490b80e845c72923b5f9151b311ff/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61616c746f2d66692d3030354542382e737667) |
1861 |
Topological Data Analysis for Speech Processing |
![GitHub Page](https://camo.githubusercontent.com/1d553b1d08bbbe375bd4742184674434cc4f6ca75c8293238dcc7d5b6202674a/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4769744875622d506167652d3135393935372e737667) |
![arXiv](https://camo.githubusercontent.com/d5a1fcf1b96677e9358907289038e282cd15caa0436eeb969765f011a04f8aa6/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323231312e31373232332d6233316231622e737667) |
1329 |
Recycle-and-Distill: Universal Compression Strategy for Transformer-based Speech SSL Models with Attention Map Reusing and Masking Distillation |
![GitHub](https://camo.githubusercontent.com/2c827a5add8973871032977b93fde0a86f43270d11956f53fb84d4595c79dfbf/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f73756e676e79756e2f41524d487542455254) |
![arXiv](https://camo.githubusercontent.com/26cc7204c8333daa5613906421d31e886bce10ad416f5fcdcba9d2b6f4fac10b/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330352e31313638352d6233316231622e737667) |
932 |
Personalized Acoustic Scene Classification in Ultra-Low Power Embedded Devices using Privacy-Preserving Data Augmentation |
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176 |
Background Domain Switch: A Novel Data Augmentation Technique for Robust Sound Event Detection |
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1021 |
Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning |
![GitHub](https://camo.githubusercontent.com/4981860e2341ff71fe760584701595f58125284b281db8c9004fd44c9d124d3f/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f5975616e626f323032302f4847524c) |
![Pdf](https://camo.githubusercontent.com/e8fa407eb50a286343b8e3d44548782cf8bb2ef53585849af47442f2fadbaa5b/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f7064662d76657273696f6e2d3030334231302e737667) |
2416 |
Anomalous Sound Detection using Self-Attention-based Frequency Pattern Analysis of Machine Sounds |
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➖ |
1478 |
Improving Audio-Text Retrieval via Hierarchical Cross-Modal Interaction and Auxiliary Captions |
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979 |
Ontology-aware Learning and Evaluation for Audio Tagging |
![GitHub](https://camo.githubusercontent.com/efaaf9047c22d3f31a1b77244b611d7b82b24d387c383079bef5ed86ac6d9bfb/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f68616f68656c69752f6f6e746f6c6f67792d61776172652d617564696f2d74616767696e67) |
![arXiv](https://camo.githubusercontent.com/9e153e74bf73b519cd49c64d7d56088c9e5ce66339b5e637ada1a4a3d58bf68d/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323231312e31323139352d6233316231622e737667) |
575 |
Differential Privacy enabled Dementia Classification: An Exploration of the Privacy-Accuracy Trade-off in Speech Signal Data |
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1595 |
Learning Emotional Representations from Imbalanced Speech Data for Speech Emotion Recognition and Emotional Text-to-Speech |
![GitHub Page](https://camo.githubusercontent.com/1d553b1d08bbbe375bd4742184674434cc4f6ca75c8293238dcc7d5b6202674a/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4769744875622d506167652d3135393935372e737667) |
![arXiv](https://camo.githubusercontent.com/01715e7b9b6e11b5946b63b4353d7325806c1e253b49706292765c01b03bee8b/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330362e30353730392d6233316231622e737667) |
1816 |
Towards Multi-Lingual Audio Question Answering |
![GitHub](https://camo.githubusercontent.com/95256714e210f8a7dade41b38c913d60b2fadc07850841c17f204e0c27b3fc34/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f7377617275706265686572612f6d415141) |
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477 |
Wav2ToBI: A New Approach to Automatic ToBI Transcription |
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1579 |
MCR-Data2vec 2.0: Improving Self-Supervised Speech Pre-training via Model-Level Consistency Regularization |
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![arXiv](https://camo.githubusercontent.com/352c2f9faa5a92962214c3274f270411ea0534c38bc004b0b7f3d9e0174043cd/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330362e30383436332d6233316231622e737667) |
591 |
Anomalous Sound Detection based on Sound Separation |
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![arXiv](https://camo.githubusercontent.com/a7c51e5a30a583d4297a6b8465f9ec7d6b34b677cbbef34f51c89f068320a85b/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330352e31353835392d6233316231622e737667) |
2089 |
Random Forest Classification of Breathing Phases from Audio Signals Recorded using Mobile Devices |
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1581 |
GRAVO: Learning to Generate Relevant Audio from Visual Features with Noisy Online Videos |
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358 |
Emotion-aware Audio-Driven Face Animation via Contrastive Feature Disentanglement |
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344 |
Joint-Former: Jointly Regularized and Locally Down-Sampled Conformer for Semi-Supervised Sound Event Detection |
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245 |
Towards Attention-based Contrastive Learning for Audio Spoof Detection |
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2488 |
Masked Audio Modeling with CLAP and Multi-Objective Learning |
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1904 |
Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems |
![GitHub](https://camo.githubusercontent.com/40124d2b4d234a224e23f3f84cd23d80c267e4622133dc0284530deee2f0b725/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f6d72757363692f6f6e6465766963652d66657773686f742d6b7773) |
![arXiv](https://camo.githubusercontent.com/98c0dcdfa6100c6aeccc3bdefba950ce11abed172ff3d375e0d6aedfbe6b0772/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330362e30323136312d6233316231622e737667) |
481 |
Self-Supervised Dataset Pruning for Efficient Training in Audio Anti-Spoofing |
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➖ |
491 |
Semantic Segmentation with Bidirectional Language Models Improves Long-Form ASR |
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![arXiv](https://camo.githubusercontent.com/c603660b8baf16e9f9a7b3cb9373830c1162b94cfbddd877f9a732859672062a/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330352e31383431392d6233316231622e737667) |
684 |
Multi-Microphone Automatic Speech Segmentation in Meetings based on Circular Harmonics Features |
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![arXiv](https://camo.githubusercontent.com/ce9516b71182019f2c050231af04ea0052ac4b80c8ac6e61aab49342fc271366/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330362e30343236382d6233316231622e737667) |
542 |
Advanced RawNet2 with Attention-based Channel Masking for Synthetic Speech Detection |
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88 |
Insights Into End-to-End Audio-to-Score Transcription with Real Recordings: A Case Study with Saxophone Works |
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2193 |
Whisper-AT: Noise-Robust Automatic Speech Recognizers are also Strong Audio Event Taggers |
![Whisper-AT](https://camo.githubusercontent.com/c3465e25cd7820134edd8dad479dfcb20e49c7cb4a8d333b08ed0fdfead962d3/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f2546302539462541342539372d64656d6f2d4646443231462e737667) |
![arXiv](https://camo.githubusercontent.com/91635c9bee5af3e0a234372e4ef8ffa3fc26c62e0edf976dbd4ee2e53d428f0b/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330372e30333138332d6233316231622e737667) |
1621 |
Synthetic Voice Spoofing Detection based on Feature Pyramid Conformer |
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1383 |
Learning A Self-Supervised Domain-Invariant Feature Representation for Generalized Audio Deepfake Detection |
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2011 |
Application of Knowledge Distillation to Multi-Task Speech Representation Learning |
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![arXiv](https://camo.githubusercontent.com/a948d5b38afeca464e63796595caad8a9c631a39d3c97a78b38675936f68a871/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323231302e31363631312d6233316231622e737667) |
2297 |
DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes |
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![arXiv](https://camo.githubusercontent.com/51e90724e8ec5ed32502687f1d602706b016e7c5c482b96b54616f49de19bb10/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330352e31383434312d6233316231622e737667) |
1965 |
Variational Classifier for Unsupervised Anomalous Sound Detection under Domain Generalization |
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745 |
FlexiAST: Flexibility is What AST Needs |
![GitHub](https://camo.githubusercontent.com/bcd3c7da789a84f3bc4dc897cf97383da54f750219b12248845f58beba0e2639/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f4a697546656e6753432f466c6578694153545f494e5445525350454543483233) |
![arXiv](https://camo.githubusercontent.com/4733d4e3ea689bc74b3b4d5ac07570b28962788fa57a2ed8478b6f94a8232883/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330372e30393238362d6233316231622e737667) |
1344 |
Blind Estimation of Room Impulse Response from Monaural Reverberant Speech with Segmental Generative Neural Network |
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![ResearchGate](https://camo.githubusercontent.com/e69fd457f0ba58cf7ef30bb0c0c52da2834166a520b461741804567b9107f00e/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f52657365617263682d476174652d4437453746352e737667) |
613 |
Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement |
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1431 |
An Efficient Speech Separation Network based on Recurrent Fusion Dilated Convolution and Channel Attention |
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![arXiv](https://camo.githubusercontent.com/43ec36638edce0f847ff10d9e74fe9011034bc4130f1fa1bce5074096242de1e/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330362e30353838372d6233316231622e737667) |
801 |
Audio-Visual Fusion using Multiscale Temporal Convolutional Attention for Time-Domain Speech Separation |
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2015 |
Binaural Sound Localization in Noisy Environments using Frequency-based Audio Vision Transformer (FAViT) |
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1723 |
Contrastive Learning based Deep Latent Masking for Music Source Separation |
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655 |
Speaker Extraction with Detection of Presence and Absence of Target Speakers |
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889 |
PIAVE: A Pose-Invariant Audio-Visual Speaker Extraction Network |
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2117 |
Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning |
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![Apple](https://camo.githubusercontent.com/3e406580859650835c0087d9c959ce29bc25ceae03ebebc0242762aedc7d787c/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f6170706c652d6d6c2d4645393930312e737667) |
1309 |
Image-Driven Audio-Visual Universal Source Separation |
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2520 |
Joint Blind Source Separation and Dereverberation for Automatic Speech Recognition using Delayed-Subsource |
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1766 |
SDNet: Stream-Attention and Dual-Feature Learning Network for Ad-hoc Array Speech Separation |
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2451 |
Deeply Supervised Curriculum Learning for Deep Neural Network-based Sound Source Localization |
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164 |
Multi-Channel Separation of Dynamic Speech and Sound Events |
![GitHub](https://camo.githubusercontent.com/9393ffc7c86cc867d656c1cc4a8296f89d3df8177f47dbe99aef8c302317a773/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f66616b7566616b752f696e746572737065656368323032332d6d6f76696e672d6976612d73616d706c6573) |
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2545 |
Rethinking the Visual Cues in Audio-Visual Speaker Extraction |
![GitHub](https://camo.githubusercontent.com/bce605ec803f785f56a80d7e8a9046a9f010d42c3dad6e6761c01f01fe05441b/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f6d726a756e6a69656c692f4441565345) |
![arXiv](https://camo.githubusercontent.com/3c6c10ee291574f33365fde6cefa21bcd7194a37f09ff0be50c3bd27a0166d7f/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330362e30323632352d6233316231622e737667) |
85 |
Using Semi-Supervised Learning for Monaural Time-Domain Speech Separation with a Self-Supervised Learning-based SI-SNR Estimator |
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1158 |
Investigation of Training Mute-Expressive End-to-End Speech Separation Networks for an Unknown Number of Speakers |
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2369 |
SR-SRP: Super-Resolution based SRP-PHAT for Sound Source Localization and Tracking |
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165 |
Time-Frequency Domain Filter-and-Sum Network for Multi-Channel Speech Separation |
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714 |
FN-SSL: Full-Band and Narrow-Band Fusion for Sound Source Localization |
![GitHub](https://camo.githubusercontent.com/0f67f7d6778764155bda2bca8754955613303397404ae998545d492c09b9396a/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f417564696f2d576573746c616b65552f464e2d53534c) |
![arXiv](https://camo.githubusercontent.com/12ee28c8c3da5d77e88ed8e97049f1180db7628ba4312d09c91be595147202a8/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330352e31393631302d6233316231622e737667) |
696 |
A Neural State-Space Modeling Approach to Efficient Speech Separation |
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![arXiv](https://camo.githubusercontent.com/4fb5735a1b708a0c295f3ecd648e848815408bd6cab58622863fca1d365dce9f/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330352e31363933322d6233316231622e737667) |
1777 |
Locate and Beamform: Two-Dimensional Locating All-Neural Beamformer for Multi-Channel Speech Separation |
![GitHub](https://camo.githubusercontent.com/5dfa7ed88f0e5536e9bdce84a96a57e4b66dd68c7ff37632201efd7ed16e5f54/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f46594a4e45564552464f4c4c4f57532f4c61424e6574) |
![arXiv](https://camo.githubusercontent.com/e39aa83c4bd4588f628c2532766dbf035433fce15b3cb9c65598bdab728e32ac/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330352e31303832312d6233316231622e737667) |
518 |
Monaural Speech Separation Method based on Recurrent Attention with Parallel Branches |
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951 |
What do Self-Supervised Speech Representations Encode? An Analysis of Languages, Varieties, Speaking Styles and Speakers |
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1696 |
A Compressed Synthetic Speech Detection Method with Compression Feature Embedding |
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572 |
Outlier-aware Inlier Modeling and Multi-Scale Scoring for Anomalous Sound Detection via Multitask Learning |
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263 |
MOSLight: A Lightweight Data-Efficient System for Non-Intrusive Speech Quality Assessment |
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1626 |
A Multi-Scale Attentive Transformer for Multi-Instrument Symbolic Music Generation |
![GitHub](https://camo.githubusercontent.com/36673fc3cd5b30b16031a9cf739b787d879cde0d0680cf26fd177f887cccbc68/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f48615272792d7161712f4d534154) |
![arXiv](https://camo.githubusercontent.com/c9fa294cfeb2a088c4f4c1852f6535f55a38af5f213fda25ca65e00853d9965a/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330352e31363539322d6233316231622e737667) |
2494 |
MTANet: Multi-band Time-Frequency Attention Network for Singing Melody Extraction from Polyphonic Music |
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119 |
Xiaoicesing 2: A High-Fidelity Singing Voice Synthesizer based on Generative Adversarial Network |
![GitHub Page](https://camo.githubusercontent.com/1d553b1d08bbbe375bd4742184674434cc4f6ca75c8293238dcc7d5b6202674a/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4769744875622d506167652d3135393935372e737667) |
![arXiv](https://camo.githubusercontent.com/ccbf9c472710c64e582b4cb97fd37fc23b18fcad902b862094151995384dd970/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323231302e31343636362d6233316231622e737667) |
2190 |
Do Vocal Breath Sounds Encode Gender cues for Automatic Gender Classification? |
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202 |
Automatic Exploration of Optimal Data Processing Operations for Sound Data Augmentation using Improved Differentiable Automatic Data Augmentation |
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1430 |
A Snoring Sound Dataset for Body Position Recognition: Collection, Annotation, and Analysis |
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528 |
RMVPE: A Robust Model for Vocal Pitch Estimation in Polyphonic Music |
![GitHub](https://camo.githubusercontent.com/051abbf54989bef7de9216b209913505fbe8092a8f5268af4c1594d1ba8180b1/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f447265616d2d486967682f524d565045) |
![arXiv](https://camo.githubusercontent.com/fc792719eb3fe3a4497718a077f8f16bec255d02c21145cad9d0e117b8a55136/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330362e31353431322d6233316231622e737667) |
832 |
Spatialization Quality Metric for Binaural Speech |
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428 |
AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework for Asthma Classification using Lung Sounds |
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1426 |
Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification |
![GitHub](https://camo.githubusercontent.com/0d300334aa754b948b7f017c00c2f14e668b2ce2d313f36732645fc4da1283f4/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f7261796d696e303232332f70617463682d6d69785f636f6e74726173746976655f6c6561726e696e67) |
![arXiv](https://camo.githubusercontent.com/f9afd2c5fdc6bb4355ce1de648490c49b1ad57895f582e71e75a3c7588ff5dc9/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330352e31343033322d6233316231622e737667) |
2115 |
Remote Assessment for ALS using Multimodal Dialog Agents: Data Quality, Feasibility and Task Compliance |
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![Pdf](https://camo.githubusercontent.com/e8fa407eb50a286343b8e3d44548782cf8bb2ef53585849af47442f2fadbaa5b/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f7064662d76657273696f6e2d3030334231302e737667) |
852 |
AudioToken: Adaptation of Text-Conditioned Diffusion Models for Audio-to-Image Generation |
![GitHub](https://camo.githubusercontent.com/bd6bf02f25ac4739bb99c2829151fd3342a6d61d033c1ba1dcb6b9e8ffbd6e37/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f67757979617269762f417564696f546f6b656e) |
![arXiv](https://camo.githubusercontent.com/7151cf9756094532cc7a5ae860d9bbc61264ebef806033b80a2a32a5c1fd7717/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323330352e31333035302d6233316231622e737667) |
209 |
Obstructive Sleep Apnea Screening with Breathing Sounds and Respiratory Effort: A Multimodal Deep Learning Approach |
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2275 |
Investigation of Music Emotion Recognition based on Segmented Semi-Supervised Learning |
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