Berrak Sisman

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 94

Top Topics

Diffusion Model

Speech Synthesis

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Ismail Rasim Ulgen, Zongyang Du, Carlos Busso, Berrak Sisman
Revealing Emotional Clusters in Speaker Embeddings: A Contrastive Learning Strategy for Speech Emotion Recognition. CoRR (2024)
Shreeram Suresh Chandra, Zongyang Du, Berrak Sisman
Exploring speech style spaces with language models: Emotional TTS without emotion labels. CoRR (2024)
Jan Melechovský, Ambuj Mehrish, Berrak Sisman, Dorien Herremans
Accent Conversion in Text-To-Speech Using Multi-Level VAE and Adversarial Training. CoRR (2024)
Ismail Rasim Ulgen, Zongyang Du, Carlos Busso, Berrak Sisman
Revealing Emotional Clusters in Speaker Embeddings: A Contrastive Learning Strategy for Speech Emotion Recognition. ICASSP (2024)
Rui Liu, Berrak Sisman, Guanglai Gao, Haizhou Li
Controllable Accented Text-to-Speech Synthesis With Fine and Coarse-Grained Intensity Rendering. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Berrak Sisman, Björn W. Schuller, Carlos Busso
emoDARTS: Joint Optimization of CNN and Sequential Neural Network Architectures for Superior Speech Emotion Recognition. IEEE Access 12 (2024)
Zongyang Du, Junchen Lu, Kun Zhou, Lakshmish Kaushik, Berrak Sisman
Converting Anyone's Voice: End-to-End Expressive Voice Conversion with A Conditional Diffusion Model. Odyssey (2024)
Kun Zhou, Berrak Sisman, Carlos Busso, Bin Ma, Haizhou Li
Mixed-EVC: Mixed Emotion Synthesis and Control in Voice Conversion. Odyssey (2024)
Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Berrak Sisman, Björn W. Schuller, Carlos Busso
emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition. CoRR (2024)
Ismail Rasim Ulgen, Carlos Busso, John H. L. Hansen, Berrak Sisman
We Need Variations in Speech Synthesis: Sub-center Modelling for Speaker Embeddings. CoRR (2024)
Shreeram Suresh Chandra, Zongyang Du, Berrak Sisman
Exploring speech style spaces with language models: Emotional TTS without emotion labels. Odyssey (2024)
Lucas Goncalves, Ali N. Salman, Abinay Reddy Naini, Laureano Moro-Velázquez, Thomas Thebaud, Paola García, Najim Dehak, Berrak Sisman, Carlos Busso
Odyssey 2024 - Speech Emotion Recognition Challenge: Dataset, Baseline Framework, and Results. Odyssey (2024)
Zongyang Du, Junchen Lu, Kun Zhou, Lakshmish Kaushik, Berrak Sisman
Converting Anyone's Voice: End-to-End Expressive Voice Conversion with a Conditional Diffusion Model. CoRR (2024)
Karen Rosero, Ali N. Salman, Berrak Sisman, Rami R. Hallac, Carlos Busso
Enhanced Facial Landmarks Detection for Patients with Repaired Cleft Lip and Palate. FG (2024)
Ahad Jawaid, Shreeram Suresh Chandra, Junchen Lu, Berrak Sisman
Style Mixture of Experts for Expressive Text-To-Speech Synthesis. CoRR (2024)
Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li
Emotion Intensity and its Control for Emotional Voice Conversion. IEEE Trans. Affect. Comput. 14 (1) (2023)
Lucas Goncalves, Seong-Gyun Leem, Wei-Cheng Lin, Berrak Sisman, Carlos Busso
Versatile Audio-Visual Learning for Handling Single and Multi Modalities in Emotion Regression and Classification Tasks. CoRR (2023)
Junchen Lu, Berrak Sisman, Mingyang Zhang, Haizhou Li
High-Quality Automatic Voice Over with Accurate Alignment: Supervision through Self-Supervised Discrete Speech Units. INTERSPEECH (2023)
Mirazul Haque, Rutvij Shah, Simin Chen, Berrak Sisman, Cong Liu, Wei Yang
SlothSpeech: Denial-of-service Attack Against Speech Recognition Models. INTERSPEECH (2023)
Junchen Lu, Berrak Sisman, Mingyang Zhang, Haizhou Li
High-Quality Automatic Voice Over with Accurate Alignment: Supervision through Self-Supervised Discrete Speech Units. CoRR (2023)
Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Berrak Sisman, Björn W. Schuller
Improving Speech Emotion Recognition Performance using Differentiable Architecture Search. CoRR (2023)
Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li
Speech Synthesis With Mixed Emotions. IEEE Trans. Affect. Comput. 14 (4) (2023)
Mirazul Haque, Rutvij Shah, Simin Chen, Berrak Sisman, Cong Liu, Wei Yang
SlothSpeech: Denial-of-service Attack Against Speech Recognition Models. CoRR (2023)
Rui Liu, Berrak Sisman, Björn W. Schuller, Guanglai Gao, Haizhou Li
Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning. INTERSPEECH (2022)
Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman
EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models. INTERSPEECH (2022)
Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman, Dorien Herremans
SNIPER Training: Variable Sparsity Rate Training For Text-To-Speech. CoRR (2022)
Rui Liu, Berrak Sisman, Guanglai Gao, Haizhou Li
Controllable Accented Text-to-Speech Synthesis. CoRR (2022)
Zongyang Du, Berrak Sisman, Kun Zhou, Haizhou Li
Disentanglement of Emotional Style and Speaker Identity for Expressive Voice Conversion. INTERSPEECH (2022)
Kun Zhou, Berrak Sisman, Rui Liu, Haizhou Li
Emotional voice conversion: Theory, databases and ESD. Speech Commun. 137 (2022)
Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li
Speech Synthesis with Mixed Emotions. CoRR (2022)
Junchen Lu, Berrak Sisman, Rui Liu, Mingyang Zhang, Haizhou Li
Visualtts: TTS with Accurate Lip-Speech Synchronization for Automatic Voice Over. ICASSP (2022)
Jan Melechovský, Ambuj Mehrish, Dorien Herremans, Berrak Sisman
Learning Accent Representation with Multi-Level VAE Towards Controllable Speech Synthesis. SLT (2022)
Kun Zhou, Berrak Sisman, Carlos Busso, Haizhou Li
Mixed Emotion Modelling for Emotional Voice Conversion. CoRR (2022)
Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman
EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models. CoRR (2022)
Rui Liu, Berrak Sisman, Björn W. Schuller, Guanglai Gao, Haizhou Li
Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning. CoRR (2022)
Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li
Emotion Intensity and its Control for Emotional Voice Conversion. CoRR (2022)
Jan Melechovský, Ambuj Mehrish, Berrak Sisman, Dorien Herremans
Accented Text-to-Speech Synthesis with a Conditional Variational Autoencoder. CoRR (2022)
Rui Liu, Berrak Sisman, Guanglai Gao, Haizhou Li
Decoding Knowledge Transfer for Neural Text-to-Speech Training. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Rui Liu, Berrak Sisman, Haizhou Li
Reinforcement Learning for Emotional Text-to-Speech Synthesis with Improved Emotion Discriminability. CoRR (2021)
Kun Zhou, Berrak Sisman, Haizhou Li
Limited Data Emotional Voice Conversion Leveraging Text-to-Speech: Two-Stage Sequence-to-Sequence Training. Interspeech (2021)
Rui Liu, Berrak Sisman, Feilong Bao, Jichen Yang, Guanglai Gao, Haizhou Li
Exploiting Morphological and Phonological Features to Improve Prosodic Phrasing for Mongolian Speech Synthesis. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Rui Liu, Berrak Sisman, Haizhou Li
StrengthNet: Deep Learning-based Emotion Strength Assessment for Emotional Speech Synthesis. CoRR (2021)
Junchen Lu, Berrak Sisman, Rui Liu, Mingyang Zhang, Haizhou Li
VisualTTS: TTS with Accurate Lip-Speech Synchronization for Automatic Voice Over. CoRR (2021)
Kun Zhou, Berrak Sisman, Rui Liu, Haizhou Li
Seen and Unseen Emotional Style Transfer for Voice Conversion with A New Emotional Speech Dataset. ICASSP (2021)
Haizhou Li, Gina-Anne Levow, Zhou Yu, Chitralekha Gupta, Berrak Sisman, Siqi Cai, David Vandyke, Nina Dethlefs, Yan Wu, Junyi Jessy Li
Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue. SIGDIAL (2021)
Zongyang Du, Berrak Sisman, Kun Zhou, Haizhou Li
Expressive Voice Conversion: A Joint Framework for Speaker Identity and Emotional Style Transfer. ASRU (2021)
Kun Zhou, Berrak Sisman, Rui Liu, Haizhou Li
Emotional Voice Conversion: Theory, Databases and ESD. CoRR (2021)
Sergey Nikonorov, Berrak Sisman, Mingyang Zhang, Haizhou Li
DeepA: A Deep Neural Analyzer For Speech And Singing Vocoding. CoRR (2021)
Kun Zhou, Berrak Sisman, Haizhou Li
Vaw-Gan For Disentanglement And Recomposition Of Emotional Elements In Speech. SLT (2021)
Rui Liu, Berrak Sisman, Guanglai Gao, Haizhou Li
Expressive TTS Training With Frame and Style Reconstruction Loss. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Berrak Sisman, Junichi Yamagishi, Simon King, Haizhou Li
An Overview of Voice Conversion and Its Challenges: From Statistical Modeling to Deep Learning. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Zongyang Du, Berrak Sisman, Kun Zhou, Haizhou Li
Expressive Voice Conversion: A Joint Framework for Speaker Identity and Emotional Style Transfer. CoRR (2021)
Rui Liu, Berrak Sisman, Haizhou Li
Reinforcement Learning for Emotional Text-to-Speech Synthesis with Improved Emotion Discriminability. Interspeech (2021)
Zongyang Du, Berrak Sisman, Kun Zhou, Haizhou Li
Identity Conversion for Emotional Speakers: A Study for Disentanglement of Emotion Style and Speaker Identity. CoRR (2021)
Kun Zhou, Berrak Sisman, Haizhou Li
Limited Data Emotional Voice Conversion Leveraging Text-to-Speech: Two-stage Sequence-to-Sequence Training. CoRR (2021)
Rui Liu, Berrak Sisman, Yixing Lin, Haizhou Li
FastTalker: A neural text-to-speech architecture with shallow and group autoregression. Neural Networks 141 (2021)
Rui Liu, Berrak Sisman, Haizhou Li
Graphspeech: Syntax-Aware Graph Attention Network for Neural Speech Synthesis. ICASSP (2021)
Sergey Nikonorov, Berrak Sisman, Mingyang Zhang, Haizhou Li
DEEPA: A Deep Neural Analyzer for Speech and Singing Vocoding. ASRU (2021)
Kun Zhou, Berrak Sisman, Haizhou Li
Transforming Spectrum and Prosody for Emotional Voice Conversion with Non-Parallel Training Data. Odyssey (2020)
Rui Liu, Berrak Sisman, Guanglai Gao, Haizhou Li
Expressive TTS Training with Frame and Style Reconstruction Loss. CoRR (2020)
Rui Liu, Berrak Sisman, Feilong Bao, Guanglai Gao, Haizhou Li
WaveTTS: Tacotron-based TTS with Joint Time-Frequency Domain Loss. CoRR (2020)
Rui Liu, Berrak Sisman, Feilong Bao, Guanglai Gao, Haizhou Li
Modeling Prosodic Phrasing With Multi-Task Learning in Tacotron-Based TTS. IEEE Signal Process. Lett. 27 (2020)
Berrak Sisman, Junichi Yamagishi, Simon King, Haizhou Li
An Overview of Voice Conversion and its Challenges: From Statistical Modeling to Deep Learning. CoRR (2020)
Rui Liu, Berrak Sisman, Jingdong Li, Feilong Bao, Guanglai Gao, Haizhou Li
Teacher-Student Training For Robust Tacotron-Based TTS. ICASSP (2020)
Kun Zhou, Berrak Sisman, Mingyang Zhang, Haizhou Li
Converting Anyone's Emotion: Towards Speaker-Independent Emotional Voice Conversion. CoRR (2020)
Kun Zhou, Berrak Sisman, Rui Liu, Haizhou Li
Seen and Unseen emotional style transfer for voice conversion with a new emotional speech dataset. CoRR (2020)
Berrak Sisman, Haizhou Li
Generative Adversarial Networks for Singing Voice Conversion with and without Parallel Data. Odyssey (2020)
Kun Zhou, Berrak Sisman, Haizhou Li
VAW-GAN for Disentanglement and Recomposition of Emotional Elements in Speech. CoRR (2020)
Mingyang Zhang, Berrak Sisman, Li Zhao, Haizhou Li
DeepConversion: Voice conversion with limited parallel training data. Speech Commun. 122 (2020)
Zongyang Du, Kun Zhou, Berrak Sisman, Haizhou Li
Spectrum and Prosody Conversion for Cross-lingual Voice Conversion with CycleGAN. APSIPA (2020)
Kun Zhou, Berrak Sisman, Mingyang Zhang, Haizhou Li
Converting Anyone's Emotion: Towards Speaker-Independent Emotional Voice Conversion. INTERSPEECH (2020)
Rui Liu, Berrak Sisman, Haizhou Li
GraphSpeech: Syntax-Aware Graph Attention Network For Neural Speech Synthesis. CoRR (2020)
Zongyang Du, Kun Zhou, Berrak Sisman, Haizhou Li
Spectrum and Prosody Conversion for Cross-lingual Voice Conversion with CycleGAN. CoRR (2020)
Junchen Lu, Kun Zhou, Berrak Sisman, Haizhou Li
VAW-GAN for Singing Voice Conversion with Non-parallel Training Data. CoRR (2020)
Rui Liu, Berrak Sisman, Feilong Bao, Guanglai Gao, Haizhou Li
WaveTTS: Tacotron-based TTS with Joint Time-Frequency Domain Loss. Odyssey (2020)
Rui Liu, Berrak Sisman, Feilong Bao, Guanglai Gao, Haizhou Li
Modeling Prosodic Phrasing with Multi-Task Learning in Tacotron-based TTS. CoRR (2020)
Junchen Lu, Kun Zhou, Berrak Sisman, Haizhou Li
VAW-GAN for Singing Voice Conversion with Non-parallel Training Data. APSIPA (2020)
Kun Zhou, Berrak Sisman, Haizhou Li
Transforming Spectrum and Prosody for Emotional Voice Conversion with Non-Parallel Training Data. CoRR (2020)
Berrak Sisman, Mingyang Zhang, Minghui Dong, Haizhou Li
On the Study of Generative Adversarial Networks for Cross-Lingual Voice Conversion. ASRU (2019)
Rui Liu, Berrak Sisman, Jingdong Li, Feilong Bao, Guanglai Gao, Haizhou Li
Teacher-Student Training for Robust Tacotron-based TTS. CoRR (2019)
Berrak Sisman, Karthika Vijayan, Minghui Dong, Haizhou Li
SINGAN: Singing Voice Conversion with Generative Adversarial Networks. APSIPA (2019)
Berrak Sisman, Mingyang Zhang, Haizhou Li
Group Sparse Representation With WaveNet Vocoder Adaptation for Spectrum and Prosody Conversion. IEEE ACM Trans. Audio Speech Lang. Process. 27 (6) (2019)
Andros Tjandra, Berrak Sisman, Mingyang Zhang, Sakriani Sakti, Haizhou Li, Satoshi Nakamura
VQVAE Unsupervised Unit Discovery and Multi-scale Code2Spec Inverter for Zerospeech Challenge 2019. CoRR (2019)
Andros Tjandra, Berrak Sisman, Mingyang Zhang, Sakriani Sakti, Haizhou Li, Satoshi Nakamura
VQVAE Unsupervised Unit Discovery and Multi-Scale Code2Spec Inverter for Zerospeech Challenge 2019. INTERSPEECH (2019)
Berrak Sisman, Haizhou Li
Wavelet Analysis of Speaker Dependent and Independent Prosody for Voice Conversion. INTERSPEECH (2018)
Mingyang Zhang, Berrak Sisman, Sai Sirisha Rallabandi, Haizhou Li, Li Zhao
Error Reduction Network for DBLSTM-based Voice Conversion. APSIPA (2018)
Berrak Sisman, Mingyang Zhang, Haizhou Li
A Voice Conversion Framework with Tandem Feature Sparse Representation and Speaker-Adapted WaveNet Vocoder. INTERSPEECH (2018)
Berrak Sisman, Mingyang Zhang, Sakriani Sakti, Haizhou Li, Satoshi Nakamura
Adaptive Wavenet Vocoder for Residual Compensation in GAN-Based Voice Conversion. SLT (2018)
Berrak Sisman, Grandee Lee, Haizhou Li
Phonetically Aware Exemplar-Based Prosody Transformation. Odyssey (2018)
Berrak Sisman, Haizhou Li, Kay Chen Tan
Sparse representation of phonetic features for voice conversion with and without parallel data. ASRU (2017)
Berrak Sisman, Haizhou Li, Kay Chen Tan
Transformation of prosody in voice conversion. APSIPA (2017)
Berrak Sisman, Grandee Lee, Haizhou Li, Kay Chen Tan
On the analysis and evaluation of prosody conversion techniques. IALP (2017)
Berk Gurakan, Berrak Sisman, Onur Kaya, Sennur Ulukus
Energy and data cooperation in energy harvesting multiple access channel. WCNC Workshops (2016)
Berk Gurakan, Berrak Sisman, Onur Kaya, Sennur Ulukus
Energy and data cooperation in energy harvesting multiple access channel. WCNC (2016)