Lin-Shan Lee

Publication Activity (10 Years)

Years Active: 1978-2024
Publications (10 Years): 85

Top Venues

CoRR

INTERSPEECH

ICASSP

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Chyi-Jiunn Lin, Guan-Ting Lin, Yung-Sung Chuang, Wei-Lun Wu, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-Shan Lee
SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering. CoRR (2024)
Guan-Ting Lin, Yung-Sung Chuang, Ho-Lam Chung, Shu-Wen Yang, Hsuan-Jui Chen, Shuyan Dong, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-Shan Lee
DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering. CoRR (2022)
Guan-Ting Lin, Yung-Sung Chuang, Ho-Lam Chung, Shu-Wen Yang, Hsuan-Jui Chen, Shuyan Annie Dong, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-Shan Lee
DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering. INTERSPEECH (2022)
Heng-Jui Chang, Alexander H. Liu, Hung-yi Lee, Lin-Shan Lee
End-to-End Whispered Speech Recognition with Frequency-Weighted Approaches and Pseudo Whisper Pre-training. SLT (2021)
Heng-Jui Chang, Hung-yi Lee, Lin-Shan Lee
Towards Lifelong Learning of End-to-end ASR. CoRR (2021)
Yist Y. Lin, Chung-Ming Chien, Jheng-Hao Lin, Hung-yi Lee, Lin-Shan Lee
Fragmentvc: Any-To-Any Voice Conversion by End-To-End Extracting and Fusing Fine-Grained Voice Fragments with Attention. ICASSP (2021)
Heng-Jui Chang, Hung-yi Lee, Lin-Shan Lee
Towards Lifelong Learning of End-to-End ASR. Interspeech (2021)
Chien-yu Huang, Yist Y. Lin, Hung-yi Lee, Lin-Shan Lee
Defending Your Voice: Adversarial Attack on Voice Conversion. SLT (2021)
Alexander H. Liu, Tao Tu, Hung-yi Lee, Lin-Shan Lee
Towards Unsupervised Speech Recognition and Synthesis with Quantized Speech Representation Learning. ICASSP (2020)
Chien-yu Huang, Yist Y. Lin, Hung-yi Lee, Lin-Shan Lee
Defending Your Voice: Adversarial Attack on Voice Conversion. CoRR (2020)
Alexander H. Liu, Tzu-Wei Sung, Shun-Po Chuang, Hung-yi Lee, Lin-Shan Lee
Sequence-to-Sequence Automatic Speech Recognition with Word Embedding Regularization and Fused Decoding. ICASSP (2020)
Yist Y. Lin, Chung-Ming Chien, Jheng-Hao Lin, Hung-yi Lee, Lin-Shan Lee
FragmentVC: Any-to-Any Voice Conversion by End-to-End Extracting and Fusing Fine-Grained Voice Fragments With Attention. CoRR (2020)
Gene-Ping Yang, Szu-Lin Wu, Yao-Wen Mao, Hung-yi Lee, Lin-Shan Lee
Interrupted and Cascaded Permutation Invariant Training for Speech Separation. ICASSP (2020)
Lin-Shan Lee
Doing Something we Never could with Spoken Language Technologies-from early days to the era of deep learning. INTERSPEECH (2020)
Yung-Sung Chuang, Chi-Liang Liu, Hung-yi Lee, Lin-Shan Lee
SpeechBERT: An Audio-and-Text Jointly Learned Language Model for End-to-End Spoken Question Answering. INTERSPEECH (2020)
Heng-Jui Chang, Alexander H. Liu, Hung-yi Lee, Lin-Shan Lee
End-to-end Whispered Speech Recognition with Frequency-weighted Approaches and Layer-wise Transfer Learning. CoRR (2020)
Alexander H. Liu, Tzu-Wei Sung, Shun-Po Chuang, Hung-yi Lee, Lin-Shan Lee
Sequence-to-sequence Automatic Speech Recognition with Word Embedding Regularization and Fused Decoding. CoRR (2019)
Kuan-Yu Chen, Che-Ping Tsai, Da-Rong Liu, Hung-yi Lee, Lin-Shan Lee
Completely Unsupervised Phoneme Recognition by a Generative Adversarial Network Harmonized with Iteratively Refined Hidden Markov Models. INTERSPEECH (2019)
Yi-Chen Chen, Sung-Feng Huang, Hung-yi Lee, Lin-Shan Lee
From Semi-supervised to Almost-unsupervised Speech Recognition with Very-low Resource by Jointly Learning Phonetic Structures from Audio and Text Embeddings. CoRR (2019)
Alexander H. Liu, Tao Tu, Hung-yi Lee, Lin-Shan Lee
Towards Unsupervised Speech Recognition and Synthesis with Quantized Speech Representation Learning. CoRR (2019)
Alexander H. Liu, Hung-yi Lee, Lin-Shan Lee
Adversarial Training of End-to-end Speech Recognition Using a Criticizing Language Model. ICASSP (2019)
Gene-Ping Yang, Szu-Lin Wu, Yao-Wen Mao, Hung-yi Lee, Lin-Shan Lee
Interrupted and cascaded permutation invariant training for speech separation. CoRR (2019)
Tzu-Wei Sung, Jun-You Liu, Hung-yi Lee, Lin-Shan Lee
Towards End-to-end Speech-to-text Translation with Two-pass Decoding. ICASSP (2019)
Kuan-Yu Chen, Che-Ping Tsai, Da-Rong Liu, Hung-yi Lee, Lin-Shan Lee
Completely Unsupervised Phoneme Recognition By A Generative Adversarial Network Harmonized With Iteratively Refined Hidden Markov Models. CoRR (2019)
Gene-Ping Yang, Chao-I Tuan, Hung-yi Lee, Lin-Shan Lee
Improved Speech Separation with Time-and-Frequency Cross-Domain Joint Embedding and Clustering. INTERSPEECH (2019)
Gene-Ping Yang, Chao-I Tuan, Hung-yi Lee, Lin-Shan Lee
Improved Speech Separation with Time-and-Frequency Cross-domain Joint Embedding and Clustering. CoRR (2019)
Che-Ping Tsai, Yi-Lin Tuan, Lin-Shan Lee
Transcribing Lyrics From Commercial Song Audio: The First Step Towards Singing Content Processing. CoRR (2018)
Cheng-Tao Chung, Lin-Shan Lee
Unsupervised Discovery of Structured Acoustic Tokens With Applications to Spoken Term Detection. IEEE ACM Trans. Audio Speech Lang. Process. 26 (2) (2018)
Cheng-chieh Yeh, Po-chun Hsu, Ju-Chieh Chou, Hung-yi Lee, Lin-Shan Lee
Rhythm-Flexible Voice Conversion without Parallel Data Using Cycle-GAN over Phoneme Posteriorgram Sequences. CoRR (2018)
Ju-Chieh Chou, Cheng-chieh Yeh, Hung-yi Lee, Lin-Shan Lee
Multi-target Voice Conversion without Parallel Data by Adversarially Learning Disentangled Audio Representations. CoRR (2018)
Che-Ping Tsai, Yi-Lin Tuan, Lin-Shan Lee
Transcribing Lyrics from Commercial Song Audio: the First Step Towards Singing Content Processing. ICASSP (2018)
Yi-Chen Chen, Chia-Hao Shen, Sung-Feng Huang, Hung-yi Lee, Lin-Shan Lee
Almost-unsupervised Speech Recognition with Close-to-zero Resource Based on Phonetic Structures Learned from Very Small Unpaired Speech and Text Data. CoRR (2018)
Da-Rong Liu, Kuan-Yu Chen, Hung-yi Lee, Lin-Shan Lee
Completely Unsupervised Phoneme Recognition by Adversarially Learning Mapping Relationships from Audio Embeddings. INTERSPEECH (2018)
Yu-Hsuan Wang, Hung-yi Lee, Lin-Shan Lee
Segmental Audio Word2Vec: Representing Utterances as Sequences of Vectors with Applications in Spoken Term Detection. ICASSP (2018)
Yu-Hsuan Wang, Hung-yi Lee, Lin-Shan Lee
Segmental Audio Word2Vec: Representing Utterances as Sequences of Vectors with Applications in Spoken Term Detection. CoRR (2018)
Ju-Chieh Chou, Cheng-chieh Yeh, Hung-yi Lee, Lin-Shan Lee
Multi-target Voice Conversion without Parallel Data by Adversarially Learning Disentangled Audio Representations. INTERSPEECH (2018)
Yi-Chen Chen, Sung-Feng Huang, Chia-Hao Shen, Hung-yi Lee, Lin-Shan Lee
Phonetic-and-Semantic Embedding of Spoken Words with Applications in Spoken Content Retrieval. CoRR (2018)
Chih-Wei Lee, Yau-Shian Wang, Tsung-Yuan Hsu, Kuan-Yu Chen, Hung-yi Lee, Lin-Shan Lee
Scalable Sentiment for Sequence-to-sequence Chatbot Response with Performance Analysis. CoRR (2018)
Sung-Feng Huang, Yi-Chen Chen, Hung-yi Lee, Lin-Shan Lee
Improved Audio Embeddings by Adjacency-Based Clustering with Applications in Spoken Term Detection. CoRR (2018)
Cheng-chieh Yeh, Po-chun Hsu, Ju-Chieh Chou, Hung-yi Lee, Lin-Shan Lee
Rhythm-Flexible Voice Conversion Without Parallel Data Using Cycle-GAN Over Phoneme Posteriorgram Sequences. SLT (2018)
Hsien-Chin Lin, Chi-Yu Yang, Hung-yi Lee, Lin-Shan Lee
Domain Independent Key Term Extraction from Spoken Content Based on Context and Term Location Information in the Utterances. ICASSP (2018)
Alexander H. Liu, Hung-yi Lee, Lin-Shan Lee
Adversarial Training of End-to-end Speech Recognition Using a Criticizing Language Model. CoRR (2018)
Da-Rong Liu, Kuan-Yu Chen, Hung-yi Lee, Lin-Shan Lee
Completely Unsupervised Phoneme Recognition by Adversarially Learning Mapping Relationships from Audio Embeddings. CoRR (2018)
Chih-Wei Lee, Yau-Shian Wang, Tsung-Yuan Hsu, Kuan-Yu Chen, Hung-yi Lee, Lin-Shan Lee
Scalable Sentiment for Sequence-to-Sequence Chatbot Response with Performance Analysis. ICASSP (2018)
Yi-Chen Chen, Sung-Feng Huang, Chia-Hao Shen, Hung-yi Lee, Lin-Shan Lee
Phonetic-and-Semantic Embedding of Spoken words with Applications in Spoken Content Retrieval. SLT (2018)
Bo-Ru Lu, Frank Shyu, Yun-Nung Chen, Hung-yi Lee, Lin-Shan Lee
Order-Preserving Abstractive Summarization for Spoken Content Based on Connectionist Temporal Classification. INTERSPEECH (2017)
Cheng-Tao Chung, Cheng-Yu Tsai, Chia-Hsiang Liu, Lin-Shan Lee
Unsupervised Iterative Deep Learning of Speech Features and Acoustic Tokens with Applications to Spoken Term Detection. CoRR (2017)
Cheng-Kuang Wei, Cheng-Tao Chung, Hung-yi Lee, Lin-Shan Lee
Personalized acoustic modeling by weakly supervised multi-task deep learning using acoustic tokens discovered from unlabeled data. ICASSP (2017)
Cheng-Tao Chung, Cheng-Yu Tsai, Chia-Hsiang Liu, Lin-Shan Lee
Unsupervised Iterative Deep Learning of Speech Features and Acoustic Tokens with Applications to Spoken Term Detection. IEEE ACM Trans. Audio Speech Lang. Process. 25 (10) (2017)
Bo-Ru Lu, Frank Shyu, Yun-Nung Chen, Hung-yi Lee, Lin-Shan Lee
Order-Preserving Abstractive Summarization for Spoken Content Based on Connectionist Temporal Classification. CoRR (2017)
Zih-Wei Lin, Tzu-Wei Sung, Hung-yi Lee, Lin-Shan Lee
Personalized word representations carrying personalized semantics learned from social network posts. ASRU (2017)
Zih-Wei Lin, Tzu-Wei Sung, Hung-yi Lee, Lin-Shan Lee
Personalized word representations Carrying Personalized Semantics Learned from Social Network Posts. CoRR (2017)
Cheng-Tao Chung, Lin-Shan Lee
Unsupervised Discovery of Structured Acoustic Tokens with Applications to Spoken Term Detection. CoRR (2017)
Cheng-Kuang Wei, Cheng-Tao Chung, Hung-yi Lee, Lin-Shan Lee
Personalized Acoustic Modeling by Weakly Supervised Multi-Task Deep Learning using Acoustic Tokens Discovered from Unlabeled Data. CoRR (2017)
Lang-Chi Yu, Hung-yi Lee, Lin-Shan Lee
Abstractive headline generation for spoken content by attentive recurrent neural networks with ASR error modeling. SLT (2016)
Yu-An Chung, Chao-Chung Wu, Chia-Hao Shen, Hung-yi Lee, Lin-Shan Lee
Audio Word2Vec: Unsupervised Learning of Audio Segment Representations Using Sequence-to-Sequence Autoencoder. INTERSPEECH (2016)
Wei Fang, Juei-Yang Hsu, Hung-yi Lee, Lin-Shan Lee
Hierarchical Attention Model for Improved Machine Comprehension of Spoken Content. CoRR (2016)
Yen-Chen Wu, Tzu-Hsiang Lin, Yang-De Chen, Hung-yi Lee, Lin-Shan Lee
Interactive Spoken Content Retrieval by Deep Reinforcement Learning. INTERSPEECH (2016)
Bo-Hsiang Tseng, Sheng-syun Shen, Hung-yi Lee, Lin-Shan Lee
Towards Machine Comprehension of Spoken Content: Initial TOEFL Listening Comprehension Test by Machine. CoRR (2016)
Bo-Hsiang Tseng, Sheng-syun Shen, Hung-yi Lee, Lin-Shan Lee
Towards Machine Comprehension of Spoken Content: Initial TOEFL Listening Comprehension Test by Machine. INTERSPEECH (2016)
Yen-Chen Wu, Tzu-Hsiang Lin, Yang-De Chen, Hung-yi Lee, Lin-Shan Lee
Interactive Spoken Content Retrieval by Deep Reinforcement Learning. CoRR (2016)
Lang-Chi Yu, Hung-yi Lee, Lin-Shan Lee
Abstractive Headline Generation for Spoken Content by Attentive Recurrent Neural Networks with ASR Error Modeling. CoRR (2016)
Cheng-Tao Chung, Cheng-Yu Tsai, Hsiang-Hung Lu, Chia-Hsiang Liu, Hung-yi Lee, Lin-Shan Lee
An Iterative Deep Learning Framework for Unsupervised Discovery of Speech Features and Linguistic Units with Applications on Spoken Term Detection. CoRR (2016)
Yu-An Chung, Chao-Chung Wu, Chia-Hao Shen, Hung-yi Lee, Lin-Shan Lee
Audio Word2Vec: Unsupervised Learning of Audio Segment Representations using Sequence-to-sequence Autoencoder. CoRR (2016)
Wei Fang, Juei-Yang Hsu, Hung-yi Lee, Lin-Shan Lee
Hierarchical attention model for improved machine comprehension of spoken content. SLT (2016)
Aaron Heidel, Hsiang-Hung Lu, Lin-Shan Lee
Finding Complex Features for Guest Language Fragment Recovery in Resource-Limited Code-Mixed Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 23 (12) (2015)
Ching-feng Yeh, Yuan-ming Liou, Hung-yi Lee, Lin-Shan Lee
Personalized speech recognizer with keyword-based personalized lexicon and language model using word vector representations. INTERSPEECH (2015)
Yi-Hsiu Liao, Hung-yi Lee, Lin-Shan Lee
Towards Structured Deep Neural Network for Automatic Speech Recognition. CoRR (2015)
Cheng-Tao Chung, Wei-Ning Hsu, Cheng-Yi Lee, Lin-Shan Lee
Enhancing automatically discovered multi-level acoustic patterns considering context consistency with applications in spoken term detection. ICASSP (2015)
Hung-tsung Lu, Yuan-ming Liou, Hung-yi Lee, Lin-Shan Lee
Semantic retrieval of personal photos using a deep autoencoder fusing visual features with speech annotations represented as word/paragraph vectors. INTERSPEECH (2015)
Bo-Hsiang Tseng, Hung-yi Lee, Lin-Shan Lee
Personalizing a Universal Recurrent Neural Network Language Model with User Characteristic Features by Crowdsouring over Social Networks. CoRR (2015)
Cheng-Tao Chung, Chun-an Chan, Lin-Shan Lee
Unsupervised Spoken Term Detection with Spoken Queries by Multi-level Acoustic Patterns with Varying Model Granularity. CoRR (2015)
Cheng-Tao Chung, Cheng-Yu Tsai, Hsiang-Hung Lu, Yuan-ming Liou, Yen-Chen Wu, Yen-Ju Lu, Hung-yi Lee, Lin-Shan Lee
A Multi-layered Acoustic Tokenizing Deep Neural Network (MAT-DNN) for Unsupervised Discovery of Linguistic Units and Generation of High Quality Features. CoRR (2015)
Cheng-Tao Chung, Cheng-Yu Tsai, Hsiang-Hung Lu, Chia-Hsiang Liu, Hung-yi Lee, Lin-Shan Lee
An iterative deep learning framework for unsupervised discovery of speech features and linguistic units with applications on spoken term detection. ASRU (2015)
Sheng-syun Shen, Hung-yi Lee, Shang-wen Li, Victor Zue, Lin-Shan Lee
Structuring lectures in massive open online courses (MOOCs) for efficient learning by linking similar sections and predicting prerequisites. INTERSPEECH (2015)
Yi-Hsiu Liao, Hung-yi Lee, Lin-Shan Lee
Towards Structured Deep Neural Network for Automatic Speech Recognition. CoRR (2015)
Cheng-Tao Chung, Chun-an Chan, Lin-Shan Lee
Unsupervised Discovery of Linguistic Structure Including Two-level Acoustic Patterns Using Three Cascaded Stages of Iterative Optimization. CoRR (2015)
Lin-Shan Lee, James R. Glass, Hung-yi Lee, Chun-an Chan
Spoken Content Retrieval - Beyond Cascading Speech Recognition with Text Retrieval. IEEE ACM Trans. Audio Speech Lang. Process. 23 (9) (2015)
Bo-Hsiang Tseng, Hung-yi Lee, Lin-Shan Lee
Personalizing universal recurrent neural network language model with user characteristic features by social network crowdsourcing. ASRU (2015)
Yuan-ming Liou, Hung-tsung Lu, Yi-Sheng Fu, Winston H. Hsu, Lin-Shan Lee
Enhancing sparse voice annotation for semantic retrieval of personal photos by continuous space word representations. ICASSP (2015)
Ching-feng Yeh, Lin-Shan Lee
An Improved Framework for Recognizing Highly Imbalanced Bilingual Code-Switched Lectures with Cross-Language Acoustic Modeling and Frame-Level Language Identification. IEEE ACM Trans. Audio Speech Lang. Process. 23 (7) (2015)
Pei-hao Su, Chuan-Hsun Wu, Lin-Shan Lee
A Recursive Dialogue Game for Personalized Computer-Aided Pronunciation Training. IEEE ACM Trans. Audio Speech Lang. Process. 23 (1) (2015)
Yi-Hsiu Liao, Hung-yi Lee, Lin-Shan Lee
Towards structured deep neural network for automatic speech recognition. ASRU (2015)
Yow-Bang Wang, Lin-Shan Lee
Supervised Detection and Unsupervised Discovery of Pronunciation Error Patterns for Computer-Assisted Language Learning. IEEE ACM Trans. Audio Speech Lang. Process. 23 (3) (2015)
Cheng-Tao Chung, Wei-Ning Hsu, Cheng-Yi Lee, Lin-Shan Lee
Enhancing Automatically Discovered Multi-level Acoustic Patterns Considering Context Consistency With Applications in Spoken Term Detection. CoRR (2015)
Han Lu, Sheng-syun Shen, Sz-Rung Shiang, Hung-yi Lee, Lin-Shan Lee
Alignment of spoken utterances with slide content for easier learning with recorded lectures using structured support vector machine (SVM). INTERSPEECH (2014)
Cheng-Tao Chung, Hsin-Kuan Hsiung, Cheng-Kuang Wei, Lin-Shan Lee
Towards personalized video summarization using synchronized comments and Probabilistic Latent Semantic Analysis. GCCE (2014)
Sz-Rung Shiang, Hung-yi Lee, Lin-Shan Lee
Spoken question answering using tree-structured conditional random fields and two-layer random walk. INTERSPEECH (2014)
Yu Tsao, Ting-yao Hu, Sakriani Sakti, Satoshi Nakamura, Lin-Shan Lee
Variable Selection Linear Regression for Robust Speech Recognition. IEICE Trans. Inf. Syst. (6) (2014)
Yuan-ming Liou, Yi-Sheng Fu, Hung-yi Lee, Lin-Shan Lee
Semantic retrieval of personal photos using matrix factorization and two-layer random walk fusing sparse speech annotations with visual features. INTERSPEECH (2014)
Hung-yi Lee, Lin-Shan Lee
Improved Semantic Retrieval of Spoken Content by Document/Query Expansion with Random Walk Over Acoustic Similarity Graphs. IEEE ACM Trans. Audio Speech Lang. Process. 22 (1) (2014)
Hung-yi Lee, Po-wei Chou, Lin-Shan Lee
Improved open-vocabulary spoken content retrieval with word and subword lattices using acoustic feature similarity. Comput. Speech Lang. 28 (5) (2014)
Hung-yi Lee, Sz-Rung Shiang, Ching-feng Yeh, Yun-Nung Chen, Yu Huang, Sheng-yi Kong, Lin-Shan Lee
Spoken Knowledge Organization by Semantic Structuring and a Prototype Course Lecture System for Personalized Learning. IEEE ACM Trans. Audio Speech Lang. Process. 22 (5) (2014)
Cheng-Tao Chung, Chun-an Chan, Lin-Shan Lee
Unsupervised spoken term detection with spoken queries by multi-level acoustic patterns with varying model granularity. ICASSP (2014)
Cheng-Tao Chung, Hsin-Kuan Hsiung, Cheng-Kuang Wei, Lin-Shan Lee
Personalized video summarization based on Multi-Layered Probabilistic Latent Semantic Analysis with shared topics. ISCSLP (2014)
Ching-feng Yeh, Lin-Shan Lee
Transcribing code-switched bilingual lectures using deep neural networks with unit merging in acoustic modeling. ICASSP (2014)
Sz-Rung Shiang, Hung-yi Lee, Lin-Shan Lee
Supervised spoken document summarization based on structured support vector machine with utterance clusters as hidden variables. INTERSPEECH (2013)
Cheng-Tao Chung, Chun-an Chan, Lin-Shan Lee
Unsupervised discovery of linguistic structure including two-level acoustic patterns using three cascaded stages of iterative optimization. ICASSP (2013)
Yow-Bang Wang, Shang-wen Li, Lin-Shan Lee
An Experimental Analysis on Integrating Multi-Stream Spectro-Temporal, Cepstral and Pitch Information for Mandarin Speech Recognition. IEEE Trans. Speech Audio Process. 21 (10) (2013)
Pei-hao Su, Tien-han Yu, Ya-Yunn Su, Lin-Shan Lee
NTU Chinese 2.0: a personalized recursive dialogue game for computer-assisted learning of Mandarin Chinese. SLaTE (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lin-Shan Lee