Fetching the paper…
Reading the bibliography…
We present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU.
1911
Earlier work this paper cites.
J. S. Lim and A. V. Oppenheim, “Enhancement and bandwidth compression of noisy speech,”
1979
Earlier work this paper cites.
Y. Ephraim and D. Malah, “Speech enhancement using a minimum-mean square error short-time spectral amplitude estimator,”
1984
Earlier work this paper cites.
J. Smith and P. Gossett, “A flexible sampling-rate conversion method,” in
1984
Earlier work this paper cites.
I.-T. Recommendation, “Perceptual evaluation of speech quality (pesq): An objective method for end-to-end speech quality assessment of narrow-band telephone networks and speech codecs,”
2001
Earlier work this paper cites.
I. Recommendation, “Subjective test methodology for evaluating speech communication systems that include noise suppression algorithm,”
2003
Earlier work this paper cites.
Y. Hu and P. C. Loizou, “Subjective comparison of speech enhancement algorithms,” in
2006
Earlier work this paper cites.
Y. Hu and P. C. Loizou, “Evaluation of objective quality measures for speech enhancement,”
2007
Earlier work this paper cites.
N. Krishnamurthy and J. H. Hansen, “Babble noise: modeling, analysis, and applications,”
2009
Earlier work this paper cites.
C. H. Taal
2011
Earlier work this paper cites.
F. Protasio Ribeiro
2011
Earlier work this paper cites.
F. Weninger
2014
Earlier work this paper cites.
O. Ronneberger, P. Fischer, and T. Brox, “U-net: Convolutional networks for biomedical image segmentation,” in
2015
Earlier work this paper cites.
K. He, X. Zhang, S. Ren, and J. Sun, “Delving deep into rectifiers: Surpassing human-level performance on imagenet classification,” in
2015
Earlier work this paper cites.
V. Panayotov
2015
Cited alongside, same era.
Y. Wang and D. Wang, “A deep neural network for time-domain signal reconstruction,” in
2015
Cited alongside, same era.
F. Weninger, H. Erdogan, S. Watanabe, E. Vincent, J. Le Roux, J. R. Hershey, and B. Schuller, “Speech enhancement with lstm recurrent neural networks and its application to noise-robust asr,” in
2015
Cited alongside, same era.
2016
Cited alongside, same era.
C. K. A. Reddy
2017
Cited alongside, same era.
S. Pascual, A. Bonafonte, and J. Serra, “Segan: Speech enhancement generative adversarial network,”
2019
Later among the works it cites.
2019
Later among the works it cites.
Y. Luo and N. Mesgarani, “Conv-TASnet: Surpassing ideal time–frequency magnitude masking for speech separation,”
2019
Later among the works it cites.
2019
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
2017
Cited alongside, same era.
Y. N. Dauphin
2017
Cited alongside, same era.
C. Valentini-Botinhao, “Noisy speech database for training speech enhancement algorithms and tts models,” 2017
2017
Cited alongside, same era.
C. Macartney and T. Weyde, “Improved speech enhancement with the wave-u-net,”
2018
Cited alongside, same era.
M. H. Soni, N. Shah, and H. A. Patil, “Time-frequency masking-based speech enhancement using generative adversarial network,” in
2018
Cited alongside, same era.
D. Rethage, J. Pons, and X. Serra, “A wavenet for speech denoising,” in
2018
Cited alongside, same era.
F. G. Germain, Q. Chen, and V. Koltun, “Speech denoising with deep feature losses,”
2018
Cited alongside, same era.
2019
Later among the works it cites.
S.-W. Fu
2019
Later among the works it cites.
D. S. Park
2019
Later among the works it cites.
2019
Later among the works it cites.
A. Nicolson and K. K. Paliwal, “Deep learning for minimum mean-square error approaches to speech enhancement,”
2019
Later among the works it cites.
D. Baby and S. Verhulst, “Sergan: Speech enhancement using relativistic generative adversarial networks with gradient penalty,” in
2019
Later among the works it cites.
E. Nachmani, Y. Adi, and L. Wolf, “Voice separation with an unknown number of multiple speakers,”
2020
Closest in time.
C. K. A. Reddy
2020
Closest in time.
Q. Zhang
2020
Closest in time.