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09/15/2023
Controllable Residual Speaker Representation for Voice Conversion
Recently, there have been significant advancements in voice conversion, ...
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09/13/2023
Distinguishing Neural Speech Synthesis Models Through Fingerprints in Speech Waveforms
Recent strides in neural speech synthesis technologies, while enjoying w...
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09/07/2023
DGSD: Dynamical Graph Self-Distillation for EEG-Based Auditory Spatial Attention Detection
Auditory Attention Detection (AAD) aims to detect target speaker from br...
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08/29/2023
Audio Deepfake Detection: A Survey
Audio deepfake detection is an emerging active topic. A growing number o...
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08/19/2023
Spatial Reconstructed Local Attention Res2Net with F0 Subband for Fake Speech Detection
The rhythm of synthetic speech is usually too smooth, which causes that ...
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08/07/2023
Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection
Current fake audio detection algorithms have achieved promising performa...
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07/17/2023
TST: Time-Sparse Transducer for Automatic Speech Recognition
End-to-end model, especially Recurrent Neural Network Transducer (RNN-T)...
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07/05/2023
MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition
Dynamic facial expression recognition (DFER) is essential to the develop...
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06/27/2023
Explainable Multimodal Emotion Reasoning
Multimodal emotion recognition is an active research topic in artificial...
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06/09/2023
Boosting Fast and High-Quality Speech Synthesis with Linear Diffusion
Denoising Diffusion Probabilistic Models have shown extraordinary abilit...
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06/09/2023
Low-rank Adaptation Method for Wav2vec2-based Fake Audio Detection
Self-supervised speech models are a rapidly developing research topic in...
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06/08/2023
Adaptive Fake Audio Detection with Low-Rank Model Squeezing
The rapid advancement of spoofing algorithms necessitates the developmen...
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05/23/2023
ADD 2023: the Second Audio Deepfake Detection Challenge
Audio deepfake detection is an emerging topic in the artificial intellig...
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05/23/2023
TO-Rawnet: Improving RawNet with TCN and Orthogonal Regularization for Fake Audio Detection
Current fake audio detection relies on hand-crafted features, which lose...
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05/23/2023
Detection of Cross-Dataset Fake Audio Based on Prosodic and Pronunciation Features
Existing fake audio detection systems perform well in in-domain testing,...
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05/03/2023
M2-CTTS: End-to-End Multi-scale Multi-modal Conversational Text-to-Speech Synthesis
Conversational text-to-speech (TTS) aims to synthesize speech with prope...
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04/18/2023
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning
Over the past few decades, multimodal emotion recognition has made remar...
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01/28/2023
DALI: Dynamically Adjusted Label Importance for Noisy Partial Label Learning
Noisy partial label learning (noisy PLL) is an important branch of weakl...
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01/10/2023
UnifySpeech: A Unified Framework for Zero-shot Text-to-Speech and Voice Conversion
Text-to-speech (TTS) and voice conversion (VC) are two different tasks b...
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12/20/2022
Emotion Selectable End-to-End Text-based Speech Editing
Text-based speech editing allows users to edit speech by intuitively cut...
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11/11/2022
SceneFake: An Initial Dataset and Benchmarks for Scene Fake Audio Detection
Previous databases have been designed to further the development of fake...
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11/10/2022
EmoFake: An Initial Dataset for Emotion Fake Audio Detection
There are already some datasets used for fake audio detection, such as t...
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11/09/2022
ARNet: Automatic Refinement Network for Noisy Partial Label Learning
Partial label learning (PLL) is a typical weakly supervised learning, wh...
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10/20/2022
Text Enhancement for Paragraph Processing in End-to-End Code-switching TTS
Current end-to-end code-switching Text-to-Speech (TTS) can already gener...
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10/06/2022
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era
Speech is the fundamental mode of human communication, and its synthesis...
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08/21/2022
System Fingerprints Detection for DeepFake Audio: An Initial Dataset and Investigation
Many effective attempts have been made for deepfake audio detection. How...
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08/20/2022
An Initial Investigation for Detecting Vocoder Fingerprints of Fake Audio
Many effective attempts have been made for fake audio detection. However...
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08/20/2022
Fully Automated End-to-End Fake Audio Detection
The existing fake audio detection systems often rely on expert experienc...
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08/16/2022
Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis
With the proliferation of user-generated online videos, Multimodal Senti...
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08/02/2022
Audio Deepfake Detection Based on a Combination of F0 Information and Real Plus Imaginary Spectrogram Features
Recently, pioneer research works have proposed a large number of acousti...
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07/23/2022
Two-Aspect Information Fusion Model For ABAW4 Multi-task Challenge
In this paper, we propose the solution to the Multi-Task Learning (MTL) ...
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07/12/2022
FAD: A Chinese Dataset for Fake Audio Detection
Fake audio detection is a growing concern and some relevant datasets hav...
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04/26/2022
Adaptive Pseudo-Siamese Policy Network for Temporal Knowledge Prediction
Temporal knowledge prediction is a crucial task for the event early warn...
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03/25/2022
EmotionNAS: Two-stream Architecture Search for Speech Emotion Recognition
Speech emotion recognition (SER) is a crucial research topic in human-co...
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03/05/2022
NeuralDPS: Neural Deterministic Plus Stochastic Model with Multiband Excitation for Noise-Controllable Waveform Generation
The traditional vocoders have the advantages of high synthesis efficienc...
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03/04/2022
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation
Conversations have become a critical data format on social media platfor...
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02/21/2022
CampNet: Context-Aware Mask Prediction for End-to-End Text-Based Speech Editing
The text-based speech editor allows the editing of speech through intuit...
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02/19/2022
MixKG: Mixing for harder negative samples in knowledge graph
Knowledge graph embedding (KGE) aims to represent entities and relations...
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02/17/2022
ADD 2022: the First Audio Deep Synthesis Detection Challenge
Audio deepfake detection is an emerging topic, which was included in the...
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02/16/2022
Singing-Tacotron: Global duration control attention and dynamic filter for End-to-end singing voice synthesis
End-to-end singing voice synthesis (SVS) is attractive due to the avoida...
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01/28/2022
Reducing language context confusion for end-to-end code-switching automatic speech recognition
Code-switching is about dealing with alternative languages in the commun...
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12/17/2021
Knowledge graph enhanced recommender system
Knowledge Graphs (KGs) have shown great success in recommendation. This ...
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07/06/2021
Multi-Level Graph Contrastive Learning
Graph representation learning has attracted a surge of interest recently...
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04/15/2021
Continual Learning for Fake Audio Detection
Fake audio attack becomes a major threat to the speaker verification sys...
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04/08/2021
Half-Truth: A Partially Fake Audio Detection Dataset
Diverse promising datasets have been designed to hold back the developme...
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04/07/2021
FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization
Transducer-based models, such as RNN-Transducer and transformer-transduc...
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04/04/2021
TSNAT: Two-Step Non-Autoregressvie Transformer Models for Speech Recognition
The autoregressive (AR) models, such as attention-based encoder-decoder ...
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02/15/2021
Fast End-to-End Speech Recognition via a Non-Autoregressive Model and Cross-Modal Knowledge Transferring from BERT
Attention-based encoder-decoder (AED) models have achieved promising per...
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11/16/2020
Tucker decomposition-based Temporal Knowledge Graph Completion
Knowledge graphs have been demonstrated to be an effective tool for nume...
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11/11/2020