Uncategorized

Papers

• Robust Wav2vec 2.0: Analyzing Domain Shift In Self-supervised Pre-training (2021)
  Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, et al.
  25.07
• Natural TTS Synthesis By Conditioning Wavenet On Mel Spectrogram Predictions (2017)
  Jonathan Shen, Ruoming Pang, Ron J. Weiss, et al.
  24.07
• Diffsinger: Singing Voice Synthesis Via Shallow Diffusion Mechanism (2021)
  Jinglin Liu, Chengxi Li, Yi Ren, et al.
  23.76
• Voxceleb: A Large-scale Speaker Identification Dataset (2017)
  Arsha Nagrani, Joon Son Chung, Andrew Zisserman
  23.55
• ECAPA-TDNN: Emphasized Channel Attention, Propagation And Aggregation In TDNN Based Speaker Verification (2020)
  Brecht Desplanques, Jenthe Thienpondt, Kris Demuynck
  23.07
• Efficient Training Of Audio Transformers With Patchout (2021)
  Khaled Koutini, Jan Schlüter, Hamid Eghbal-Zadeh, et al.
  22.11
• End-to-end Neural Speaker Diarization With Permutation-free Objectives (2019)
  Yusuke Fujita, Naoyuki Kanda, Shota Horiguchi, et al.
  21.98
• Is Someone Speaking? Exploring Long-term Temporal Features For Audio-visual Active Speaker Detection (2021)
  Ruijie Tao, Zexu Pan, Rohan Kumar Das, et al.
  21.12
• Waveglow: A Flow-based Generative Network For Speech Synthesis (2018)
  Ryan Prenger, Rafael Valle, Bryan Catanzaro
  20.65
• Generalized End-to-end Loss For Speaker Verification (2017)
  Li Wan, Quan Wang, Alan Papir, et al.
  20.58
• An Enhanced Res2net With Local And Global Feature Fusion For Speaker Verification (2023)
  Yafeng Chen, Siqi Zheng, Hui Wang, et al.
  19.74
• Convolutional Recurrent Neural Networks For Music Classification (2016)
  Keunwoo Choi, George Fazekas, Mark Sandler, et al.
  18.98
• Attentive Statistics Pooling For Deep Speaker Embedding (2018)
  Koji Okabe, Takafumi Koshinaka, Koichi Shinoda
  18.88
• Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors (2018)
  Yansen Wang, Ying Shen, Zhun Liu, et al.
  18.79
• Broadcasted Residual Learning For Efficient Keyword Spotting (2021)
  Byeonggeun Kim, Simyung Chang, Jinkyu Lee, et al.
  18.60
• Convolutional RNN: An Enhanced Model For Extracting Features From Sequential Data (2016)
  Gil Keren, Björn Schuller
  18.20
• Stargan-vc: Non-parallel Many-to-many Voice Conversion With Star Generative Adversarial Networks (2018)
  Hirokazu Kameoka, Takuhiro Kaneko, Kou Tanaka, et al.
  18.09
• DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards (2026)
  Kaiyi Zhang et al.
  17.70
• Efficient Large-scale Audio Tagging Via Transformer-to-cnn Knowledge Distillation (2022)
  Florian Schmid, Khaled Koutini, Gerhard Widmer
  17.68
• SSAST: Self-supervised Audio Spectrogram Transformer (2021)
  Yuan Gong, Cheng-I Jeff Lai, Yu-An Chung, et al.
  17.61
• Lipreading Using Temporal Convolutional Networks (2020)
  Brais Martinez, Pingchuan Ma, Stavros Petridis, et al.
  17.61
• Pyannote.audio: Neural Building Blocks For Speaker Diarization (2019)
  Hervé Bredin, Ruiqing Yin, Juan Manuel Coria, et al.
  17.58
• Speaker Diarization With LSTM (2017)
  Quan Wang, Carlton Downey, Li Wan, et al.
  17.48
• Automatic Speaker Verification Spoofing And Deepfake Detection Using Wav2vec 2.0 And Data Augmentation (2022)
  Hemlata Tak, Massimiliano Todisco, Xin Wang, et al.
  17.35
• Unsupervised Speech Representation Learning Using Wavenet Autoencoders (2019)
  Jan Chorowski, Ron J. Weiss, Samy Bengio, et al.
  17.21
• Federated Learning For Keyword Spotting (2018)
  David Leroy, Alice Coucke, Thibaut Lavril, et al.
  17.09
• Pushing The Limits Of Self-supervised Speaker Verification Using Regularized Distillation Framework (2022)
  Yafeng Chen, Siqi Zheng, Hui Wang, et al.
  17.00
• Detection Of Glottal Closure Instants From Speech Signals: A Quantitative Review (2019)
  Thomas Drugman, Mark Thomas, Jon Gudnason, et al.
  16.88
• Phone-to-audio Alignment Without Text: A Semi-supervised Approach (2021)
  Jian Zhu, Cong Zhang, David Jurgens
  16.74
• Speechgpt: Empowering Large Language Models With Intrinsic Cross-modal Conversational Abilities (2023)
  Dong Zhang, Shimin Li, Xin Zhang, et al.
  16.59
• Advances In Integration Of End-to-end Neural And Clustering-based Diarization For Real Conversational Speech (2021)
  Keisuke Kinoshita, Marc Delcroix, Naohiro Tawara
  16.48
• Voice Conversion From Non-parallel Corpora Using Variational Auto-encoder (2016)
  Chin-Cheng Hsu, Hsin-Te Hwang, Yi-Chiao Wu, et al.
  16.36
• Statistical Parametric Speech Synthesis Incorporating Generative Adversarial Networks (2017)
  Yuki Saito, Shinnosuke Takamichi, Hiroshi Saruwatari
  16.21
• Deep Residual Learning For Small-footprint Keyword Spotting (2017)
  Raphael Tang, Jimmy Lin
  16.21
• Target-speaker Voice Activity Detection: A Novel Approach For Multi-speaker Diarization In A Dinner Party Scenario (2020)
  Ivan Medennikov, Maxim Korenevsky, Tatiana Prisyach, et al.
  16.19
• PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, And Aggregation (2021)
  Yuan Gong, Yu-An Chung, James Glass
  15.85
• Fully Supervised Speaker Diarization (2018)
  Aonan Zhang, Quan Wang, Zhenyao Zhu, et al.
  15.80
• Temporal Convolution For Real-time Keyword Spotting On Mobile Devices (2019)
  Seungwoo Choi, Seokjun Seo, Beomjun Shin, et al.
  15.67
• Towards Better Decoding And Language Model Integration In Sequence To Sequence Models (2016)
  Jan Chorowski, Navdeep Jaitly
  15.67
• Muq: Self-supervised Music Representation Learning With Mel Residual Vector Quantization (2025)
  Haina Zhu, Yizhi Zhou, Hangting Chen, et al.
  15.66
• Quality-net: An End-to-end Non-intrusive Speech Quality Assessment Model Based On BLSTM (2018)
  Szu-Wei Fu, Yu Tsao, Hsin-Te Hwang, et al.
  15.62
• CAM++: A Fast And Efficient Network For Speaker Verification Using Context-aware Masking (2023)
  Hui Wang, Siqi Zheng, Yafeng Chen, et al.
  15.57
• Audio ALBERT: A Lite BERT For Self-supervised Learning Of Audio Representation (2020)
  Po-Han Chi, Pei-Hung Chung, Tsung-Han Wu, et al.
  15.54
• Singing Voice Data Scaling-up: An Introduction To Ace-opencpop And Ace-kising (2024)
  Jiatong Shi, Yueqian Lin, Xinyi Bai, et al.
  15.48
• Multi-level And Multi-scale Feature Aggregation Using Pre-trained Convolutional Neural Networks For Music Auto-tagging (2017)
  Jongpil Lee, Juhan Nam
  15.43
• Mmdenselstm: An Efficient Combination Of Convolutional And Recurrent Neural Networks For Audio Source Separation (2018)
  Naoya Takahashi, Nabarun Goswami, Yuki Mitsufuji
  15.28
• BYOL For Audio: Self-supervised Learning For General-purpose Audio Representation (2021)
  Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, et al.
  15.22
• Automatic Detection Of Depression In Speech Using Ensemble Convolutional Neural Networks (2024)
  Adrián Vázquez-Romero, Ascensión Gallardo-Antolín
  15.06
• The Second DIHARD Diarization Challenge: Dataset, Task, And Baselines (2019)
  Neville Ryant, Kenneth Church, Christopher Cieri, et al.
  15.00
• A Streaming On-device End-to-end Model Surpassing Server-side Conventional Model Quality And Latency (2020)
  Tara N. Sainath, Yanzhang He, Bo Li, et al.
  15.00