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09/16/2023
SynthTab: Leveraging Synthesized Data for Guitar Tablature Transcription
Guitar tablature is a form of music notation widely used among guitarist...
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09/14/2023
SingFake: Singing Voice Deepfake Detection
The rise of singing voice synthesis presents critical challenges to arti...
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07/27/2023
Mitigating Cross-Database Differences for Learning Unified HRTF Representation
Individualized head-related transfer functions (HRTFs) are crucial for a...
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06/06/2023
Phase perturbation improves channel robustness for speech spoofing countermeasures
In this paper, we aim to address the problem of channel robustness in sp...
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03/11/2023
Transcription free filler word detection with Neural semi-CRFs
Non-linguistic filler words, such as "uh" or "um", are prevalent in spon...
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11/04/2022
SAMO: Speaker Attractor Multi-Center One-Class Learning for Voice Anti-Spoofing
Voice anti-spoofing systems are crucial auxiliaries for automatic speake...
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10/27/2022
HRTF Field: Unifying Measured HRTF Magnitude Representation with Neural Fields
Head-related transfer functions (HRTFs) are a set of functions describin...
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09/23/2022
ControlVC: Zero-Shot Voice Conversion with Time-Varying Controls on Pitch and Rhythm
Recent developments in neural speech synthesis and vocoding have sparked...
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07/28/2022
Predicting Global Head-Related Transfer Functions From Scanned Head Geometry Using Deep Learning and Compact Representations
In the growing field of virtual auditory display, personalized head-rela...
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06/21/2022
Rethinking Audio-visual Synchronization for Active Speaker Detection
Active speaker detection (ASD) systems are important modules for analyzi...
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04/19/2022
Music Source Separation with Generative Flow
Full supervision models for source separation are trained on mixture-sou...
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04/17/2022
A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription Systems
Guitar tablature transcription is an important but understudied problem ...
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02/10/2022
A Probabilistic Fusion Framework for Spoofing Aware Speaker Verification
The performance of automatic speaker verification (ASV) systems could be...
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11/01/2021
A Novel 1D State Space for Efficient Music Rhythmic Analysis
Inferring music time structures has a broad range of applications in mus...
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10/08/2021
A study of the robustness of raw waveform based speaker embeddings under mismatched conditions
In this paper, we conduct a cross-dataset study on parametric and non-pa...
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08/23/2021
Learning Sparse Analytic Filters for Piano Transcription
In recent years, filterbank learning has become an increasingly popular ...
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08/08/2021
BeatNet: CRNN and Particle Filtering for Online Joint Beat Downbeat and Meter Tracking
The online estimation of rhythmic information, such as beat positions, d...
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07/26/2021
UR Channel-Robust Synthetic Speech Detection System for ASVspoof 2021
In this paper, we present UR-AIR system submission to the logical access...
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07/01/2021
Audiovisual Singing Voice Separation
Separating a song into vocal and accompaniment components is an active r...
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04/03/2021
An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure Systems
Spoofing countermeasure (CM) systems are critical in speaker verificatio...
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11/05/2020
Do not look back: an online beat tracking method using RNN and enhanced particle filtering
Online beat tracking (OBT) has always been a challenging task. Due to th...
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10/27/2020
One-class learning towards generalized voice spoofing detection
Human voices can be used to authenticate the identity of the speaker, bu...
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10/24/2020
Raw-x-vector: Multi-scale Time Domain Speaker Embedding Network
State-of-the-art text-independent speaker verification systems typically...
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09/14/2020
Themes Informed Audio-visual Correspondence Learning
The applications of short-term user-generated video (UGV), such as Snapc...
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08/08/2020
Speech Driven Talking Face Generation from a Single Image and an Emotion Condition
Visual emotion expression plays an important role in audiovisual speech ...
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02/08/2020
RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning
This paper presents a deep reinforcement learning algorithm for online a...
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10/29/2019
Spoofing Speaker Verification Systems with Deep Multi-speaker Text-to-speech Synthesis
This paper proposes a deep multi-speaker text-to-speech (TTS) model for ...
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07/19/2019
Sound Search by Text Description or Vocal Imitation?
Searching sounds by text labels is often difficult, as text descriptions...
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05/09/2019
Hierarchical Cross-Modal Talking Face Generationwith Dynamic Pixel-Wise Loss
We devise a cascade GAN approach to generate talking face video, which i...
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03/28/2018
Lip Movements Generation at a Glance
Cross-modality generation is an emerging topic that aims to synthesize d...
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03/26/2018
Generating Talking Face Landmarks from Speech
The presence of a corresponding talking face has been shown to significa...
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03/23/2018
Audio-Visual Event Localization in Unconstrained Videos
In this paper, we introduce a novel problem of audio-visual event locali...
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04/26/2017
Deep Cross-Modal Audio-Visual Generation
Cross-modal audio-visual perception has been a long-lasting topic in psy...
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12/27/2016