refs.bib

@article{voxpopuli,
  author    = {Changhan Wang and
               Morgane Rivi{\`{e}}re and
               Ann Lee and
               Anne Wu and
               Chaitanya Talnikar and
               Daniel Haziza and
               Mary Williamson and
               Juan Miguel Pino and
               Emmanuel Dupoux},
  title     = {VoxPopuli: {A} Large-Scale Multilingual Speech Corpus for Representation
               Learning, Semi-Supervised Learning and Interpretation},
  journal   = {CoRR},
  volume    = {abs/2101.00390},
  year      = {2021},
  url       = {https://arxiv.org/abs/2101.00390},
  eprinttype = {arXiv},
  eprint    = {2101.00390},
  timestamp = {Thu, 12 Aug 2021 15:37:06 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2101-00390.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{specaugment,
   title={SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition},
   url={http://dx.doi.org/10.21437/Interspeech.2019-2680},
   DOI={10.21437/interspeech.2019-2680},
   journal={Interspeech 2019},
   publisher={ISCA},
   author={Park, Daniel S. and Chan, William and Zhang, Yu and Chiu, Chung-Cheng and Zoph, Barret and Cubuk, Ekin D. and Le, Quoc V.},
   year={2019},
   month={Sep}
}
@misc{ljspeech17,
  author       = {Keith Ito and Linda Johnson},
  title        = {The LJ Speech Dataset},
  howpublished = {\url{https://keithito.com/LJ-Speech-Dataset/}},
  year         = {2017}
}
@misc{conneau2020unsupervised,
      title={Unsupervised Cross-lingual Representation Learning for Speech Recognition}, 
      author={Alexis Conneau and Alexei Baevski and Ronan Collobert and Abdelrahman Mohamed and Michael Auli},
      year={2020},
      eprint={2006.13979},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
@inproceedings{Gales2014SpeechRA,
  title={Speech recognition and keyword spotting for low-resource languages: Babel project research at CUED},
  author={Mark John Francis Gales and Kate Knill and Anton Ragni and Shakti Prasad Rath},
  booktitle={SLTU},
  year={2014}
}
@misc{ardila2020common,
      title={Common Voice: A Massively-Multilingual Speech Corpus}, 
      author={Rosana Ardila and Megan Branson and Kelly Davis and Michael Henretty and Michael Kohler and Josh Meyer and Reuben Morais and Lindsay Saunders and Francis M. Tyers and Gregor Weber},
      year={2020},
      eprint={1912.06670},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
@article{Pratap_2020,
   title={MLS: A Large-Scale Multilingual Dataset for Speech Research},
   url={http://dx.doi.org/10.21437/Interspeech.2020-2826},
   DOI={10.21437/interspeech.2020-2826},
   journal={Interspeech 2020},
   publisher={ISCA},
   author={Pratap, Vineel and Xu, Qiantong and Sriram, Anuroop and Synnaeve, Gabriel and Collobert, Ronan},
   year={2020},
   month={Oct}
}
@INPROCEEDINGS{librilight,
  author={J. {Kahn} and M. {Rivière} and W. {Zheng} and E. {Kharitonov} and Q. {Xu} and P. E. {Mazaré} and J. {Karadayi} and V. {Liptchinsky} and R. {Collobert} and C. {Fuegen} and T. {Likhomanenko} and G. {Synnaeve} and A. {Joulin} and A. {Mohamed} and E. {Dupoux}},
  booktitle={ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, 
  title={Libri-Light: A Benchmark for ASR with Limited or No Supervision}, 
  year={2020},
  pages={7669-7673},
  note = {\url{https://github.com/facebookresearch/libri-light}},
}
@INPROCEEDINGS{7178964,
  author={Panayotov, Vassil and Chen, Guoguo and Povey, Daniel and Khudanpur, Sanjeev},
  booktitle={2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, 
  title={Librispeech: An ASR corpus based on public domain audio books}, 
  year={2015},
  volume={},
  number={},
  pages={5206-5210},
  doi={10.1109/ICASSP.2015.7178964}
}
@inproceedings{ott2019fairseq,
  title = {fairseq: A Fast, Extensible Toolkit for Sequence Modeling},
  author = {Myle Ott and Sergey Edunov and Alexei Baevski and Angela Fan and Sam Gross and Nathan Ng and David Grangier and Michael Auli},
  booktitle = {Proceedings of NAACL-HLT 2019: Demonstrations},
  year = {2019},
}
@misc{baevski2020wav2vec,
      title={wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations}, 
      author={Alexei Baevski and Henry Zhou and Abdelrahman Mohamed and Michael Auli},
      year={2020},
      eprint={2006.11477},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
@misc{hsu2021hubert,
      title={HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units}, 
      author={Wei-Ning Hsu and Benjamin Bolte and Yao-Hung Hubert Tsai and Kushal Lakhotia and Ruslan Salakhutdinov and Abdelrahman Mohamed},
      year={2021},
      eprint={2106.07447},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
@misc{hannun2014deep,
      title={Deep Speech: Scaling up end-to-end speech recognition}, 
      author={Awni Hannun and Carl Case and Jared Casper and Bryan Catanzaro and Greg Diamos and Erich Elsen and Ryan Prenger and Sanjeev Satheesh and Shubho Sengupta and Adam Coates and Andrew Y. Ng},
      year={2014},
      eprint={1412.5567},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
@misc{graves2012sequence,
      title={Sequence Transduction with Recurrent Neural Networks}, 
      author={Alex Graves},
      year={2012},
      eprint={1211.3711},
      archivePrefix={arXiv},
      primaryClass={cs.NE}
}
@misc{collobert2016wav2letter,
      title={Wav2Letter: an End-to-End ConvNet-based Speech Recognition System}, 
      author={Ronan Collobert and Christian Puhrsch and Gabriel Synnaeve},
      year={2016},
      eprint={1609.03193},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}
@misc{kalchbrenner2018efficient,
      title={Efficient Neural Audio Synthesis}, 
      author={Nal Kalchbrenner and Erich Elsen and Karen Simonyan and Seb Noury and Norman Casagrande and Edward Lockhart and Florian Stimberg and Aaron van den Oord and Sander Dieleman and Koray Kavukcuoglu},
      year={2018},
      eprint={1802.08435},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}
@article{Luo_2019,
   title={Conv-TasNet: Surpassing Ideal Time–Frequency Magnitude Masking for Speech Separation},
   volume={27},
   ISSN={2329-9304},
   url={http://dx.doi.org/10.1109/TASLP.2019.2915167},
   DOI={10.1109/taslp.2019.2915167},
   number={8},
   journal={IEEE/ACM Transactions on Audio, Speech, and Language Processing},
   publisher={Institute of Electrical and Electronics Engineers (IEEE)},
   author={Luo, Yi and Mesgarani, Nima},
   year={2019},
   month={Aug},
   pages={1256–1266}
}
@InProceedings{ brian_mcfee-proc-scipy-2015,
  author    = { {B}rian {M}c{F}ee and {C}olin {R}affel and {D}awen {L}iang and {D}aniel {P}.{W}. {E}llis and {M}att {M}c{V}icar and {E}ric {B}attenberg and {O}riol {N}ieto },
  title     = { librosa: {A}udio and {M}usic {S}ignal {A}nalysis in {P}ython },
  booktitle = { {P}roceedings of the 14th {P}ython in {S}cience {C}onference },
  pages     = { 18 - 24 },
  year      = { 2015 },
  editor    = { {K}athryn {H}uff and {J}ames {B}ergstra },
  doi       = { 10.25080/Majora-7b98e3ed-003 }
}
@INPROCEEDINGS{6701851,
  author={Perraudin, Nathanaël and Balazs, Peter and Søndergaard, Peter L.},
  booktitle={2013 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics}, 
  title={A fast Griffin-Lim algorithm}, 
  year={2013},
  volume={},
  number={},
  pages={1-4},
  doi={10.1109/WASPAA.2013.6701851}}
@INPROCEEDINGS{1172092,
  author={Griffin, D. and Jae Lim},
  booktitle={ICASSP '83. IEEE International Conference on Acoustics, Speech, and Signal Processing}, 
  title={Signal estimation from modified short-time Fourier transform}, 
  year={1983},
  volume={8},
  number={},
  pages={804-807},
  doi={10.1109/ICASSP.1983.1172092}}
@INPROCEEDINGS{6854049,
  author={Ghahremani, Pegah and BabaAli, Bagher and Povey, Daniel and Riedhammer, Korbinian and Trmal, Jan and Khudanpur, Sanjeev},
  booktitle={2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, 
  title={A pitch extraction algorithm tuned for automatic speech recognition}, 
  year={2014},
  volume={},
  number={},
  pages={2494-2498},
  doi={10.1109/ICASSP.2014.6854049}}
@inproceedings{shen2018natural,
  title={Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions},
  author={Shen, Jonathan and Pang, Ruoming and Weiss, Ron J and Schuster, Mike and Jaitly, Navdeep and Yang, Zongheng and Chen, Zhifeng and Zhang, Yu and Wang, Yuxuan and Skerrv-Ryan, Rj and others},
  booktitle={2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={4779--4783},
  year={2018},
  organization={IEEE}
}
@inproceedings{souden2009optimal,
  title={On optimal frequency-domain multichannel linear filtering for noise reduction},
  author={Souden, Mehrez and Benesty, Jacob and Affes, Sofiene},
  booktitle={IEEE Transactions on audio, speech, and language processing},
  volume={18},
  number={2},
  pages={260--276},
  year={2009},
  publisher={IEEE}
}
@inproceedings{higuchi2016robust,
  title={Robust MVDR beamforming using time-frequency masks for online/offline ASR in noise},
  author={Higuchi, Takuya and Ito, Nobutaka and Yoshioka, Takuya and Nakatani, Tomohiro},
  booktitle={2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={5210--5214},
  year={2016},
  organization={IEEE}
}
@inproceedings{shi2021emformer,
  title={Emformer: Efficient Memory Transformer Based Acoustic Model for Low Latency Streaming Speech Recognition}, 
  author={Shi, Yangyang and Wang, Yongqiang and Wu, Chunyang and Yeh, Ching-Feng and Chan, Julian and Zhang, Frank and Le, Duc and Seltzer, Mike},
  booktitle={ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, 
  pages={6783-6787},
  year={2021}
}
@article{mises1929praktische,
  title={Praktische Verfahren der Gleichungsaufl{\"o}sung.},
  author={Mises, RV and Pollaczek-Geiringer, Hilda},
  journal={ZAMM-Journal of Applied Mathematics and Mechanics/Zeitschrift f{\"u}r Angewandte Mathematik und Mechanik},
  volume={9},
  number={1},
  pages={58--77},
  year={1929},
  publisher={Wiley Online Library}
}
@article{higuchi2017online,
  title={Online MVDR beamformer based on complex Gaussian mixture model with spatial prior for noise robust ASR},
  author={Higuchi, Takuya and Ito, Nobutaka and Araki, Shoko and Yoshioka, Takuya and Delcroix, Marc and Nakatani, Tomohiro},
  journal={IEEE/ACM Transactions on Audio, Speech, and Language Processing},
  volume={25},
  number={4},
  pages={780--793},
  year={2017},
  publisher={IEEE}
}