AI 2000 全球人工智能学者
领域
2013
2022
领域
  • AI 2000
AI 2000语音识别领域学者排名每年选出前10名学者为“最具影响力学者”,前11-100名学者为“最具影响力学者提名”。该名录旨在表彰推动语音识别领域进步和创新的杰出学者。
我们会持续优化排名的产品和数据。如果您对产品和数据有合作意向,或者有任何问题和建议,请联系我们:aiopen@aminer.cn
1
-
Neural Network
Boltzmann Machine
Unsupervised Learning
Speech Recognition
Computer Science
得分12k
2
-
Speech Recognition
Neural Networks
Acoustic Modeling
Phone Recognition
Neural Nets
得分10k
3
-
Recurrent Neural Network
Speech Recognition
Long Short Term Memory
Computer Science
Recurrent Neural Networks
得分9k
4
2
Speech Recognition
Hidden Markov Models
Automatic Speech Recognition
Word Error Rate
Decoding
得分8k
5
2
Speech Recognition
Automatic Speech Recognition
Language Model
Machine Translation
Speech Processing
得分8k
6
1
Speech Recognition
Computer Science
Neural Nets
Hidden Markov Models
Pattern Recognition
得分8k
7
3
Speech Recognition
Hidden Markov Models
Deep Learning
Automatic Speech Recognition
Speech
得分6k
8
NEW
Computer Science
Speech Recognition
Electrical Engineering
Artificial Intelligence
Artificial Neural Network
得分6k
9
1
Mass Spectrometry
Mass Spectroscopy
Tandem Mass Spectrometry
Speech Recognition
Computer Science
得分5k
10
6
Speech Recognition
Keyword Search
Deep Neural Networks
Conversational Telephone Speech
Hidden Markov Models
得分5k
11
6
Natural Language Processing
Speech Recognition
Computer Science
Deep Learning
Named Entity Recognition
得分5k
12
-
Speech Recognition
Automatic Speech Recognition
Speech Enhancement
Discriminative Training
Gaussian Processes
得分5k
13
10
Speech Recognition
Speech Processing
Point Process Model
Unsupervised Learning
Natural Language Processing
得分4k
14
11
Electrical Engineering
Artificial Intelligence
Speech Recognition
Music
Audio Signal Processing
得分4k
16
10
Speech Recognition
Hidden Markov Models
DNN
Irrelevant Variability Normalization
Training Data
得分4k
17
2
Source Separation
Speech Enhancement
Deep Clustering
Cocktail Party Problem
Deep Learning
得分4k
18
18
Total Order
Sequential Consistency
Unsupervised Learning
Sound Classification
Formal Verification
得分4k
19
19
Unsupervised Learning
Missing Labels
Loss Masking
Label Noise
Acoustic Event Detection
得分4k
20
19
Speech Recognition
Automatic Speech Recognition
Noise Robustness
Computer Science
Missing Data
得分4k
21
13
Speech Recognition
Hidden Markov Models
Hidden Markov Model
Speech Processing
Deep Learning
得分4k
22
9
Speech Recognition
Automatic Speech Recognition
Word Error Rate
Neural Nets
Hidden Markov Models
得分4k
23
2
Speech Recognition
Speech Enhancement
Computer Science
Hidden Markov Models
Speech Separation
得分4k
25
11
Speech Recognition
Deep Neural Networks
Computer Science
Acoustic Modeling
Computer Vision
得分3k
26
14
Computer Science
Storage System
Speech Recognition
Artificial Neural Network
Buffer Cache
得分3k
28
6
Speaker Diarization
Computer Science
Speech Recognition
Deep Learning
Speaker Recognition
得分3k
29
1
Speech Recognition
Automatic Speech Recognition
Hidden Markov Models
Computer Science
Deep Neural Network
得分3k
30
6
Speech Recognition
Hidden Markov Models
Computer Science
Hidden Markov Model
Speaker Adaptation
得分3k
31
4
Computer Science
Speech Recognition
Utterance
Speaker Recognition
Speaker Verification
得分3k
32
5
Speech Recognition
Recurrent Neural Network
Speech Processing
Feature Extraction
Hidden Markov Models
得分3k
33
6
Emotion Recognition
Affective Computing
Speech Recognition
Feature Extraction
Computational Paralinguistics
得分3k
34
13
Speaker Recognition
Deep Neural Networks
Speaker Diarization
Gaussian Mixture Model
I-vectors
得分3k
35
10
Speech Recognition
Embedded Speech Recognition
Speech Processing
Sequence-to-sequence Models
Keyword Spotting
得分3k
36
21
Speech Recognition
Computer Science
Network Traffic
Packet Trace Anonymization
Network Topology
得分3k
37
15
Speech Recognition
Computer Science
Speech Separation
Audio Signal
Speech Enhancement
得分3k
39
10
Speech Recognition
Silicon
Computer Science
Channel Reservation
Q Factor
得分2k
40
3
Speech Recognition
Computer Science
Automatic Speech Recognition
Recurrent Neural Network
Natural Language Processing
得分2k
41
14
Speaker Recognition
Speaker Diarization
Speech Recognition
Modulation
Deep Neural Networks
得分2k
42
NEW
Speech Processing
Computational Auditory Scene Analysis
Neural Nets
Feature Extraction
Speech Separation
得分2k
43
3
Automatic Speech Recognition
End-to-end Speech Recognition
Computer Science
Artificial Neural Network
Deep Neural Networks
得分2k
44
15
Speaker Recognition
Deep Neural Networks
Speaker Diarization
X-vectors
Information Processing
得分2k
45
3
Speech Recognition
CTC
Sequence-to-sequence Models
LSTM
Acoustic Modeling
得分2k
46
15
Artificial Intelligence
Computer Science
Comprehensive Guide
Pattern Recognition
Speech Processing
得分2k
47
7
Nonnegative Matrix Factorization
Face Recognition
Neural Network
Neural Networks
Machine Learning
得分2k
48
16
Speech Recognition
Decoding
Acoustics
Training
Contextual Speech Recognition
得分2k
50
21
Unsupervised Learning
Conferences
Training
Missing Labels
Loss Masking
得分2k
51
2
Speech Recognition
Neural Networks
Deep Learning
Acoustic Modeling
Neural Nets
得分2k
52
43
Computer Science
Object Detection
Optimization
Machine Learning
Unsupervised Learning
得分2k
53
24
Speech Synthesis
Speech Coding
Mutual Information
Computer Science
Voice Modification
得分2k
54
31
Computer Science
Spectrogram
Speech Recognition
Artificial Neural Network
Transfer Learning
得分2k
55
28
Audio Event Discovery
Unsupervised Learning
Weakly-supervised Learning
Streaming Clustering Algorithms
Sound Ontology
得分2k
56
28
Audio Event Detection
Sound Ontology
Audio Databases
Data Collection
Weakly-supervised Learning
得分2k
57
29
Statistical Computing
Spark
R
Cardinality Estimator
Ai Application
得分2k
58
18
Speech Recognition
Computer Science
Speech Processing
Audio Signal Processing
Feature Extraction
得分2k
59
9
Collaborative Learning
Speech Recognition
Acoustic Event Detection
Audio Signal Processing
Computer Science
得分2k
60
32
Audio Set
Self-supervised Learning
Main Drawback
Natural Image Synthesis
Unconditional Imagenet Generation
得分2k
61
12
Image Segmentation
Real Time
Reinforcement Learning
Speech Recognition
Feature Extraction
得分2k
62
NEW
Acoustic Event Detection
Convolutional Neural Networks
Deep Neural Networks
Acoustic Scene Classification
Video Classification
得分2k
63
NEW
Acoustic Event Detection
Convolutional Neural Networks
Deep Neural Networks
Acoustic Scene Classification
Video Classification
得分2k
64
6
Speech Recognition
Hidden Markov Models
Discriminative Training
Hidden Markov Model
System Combination
得分2k
65
2
Speech Recognition
Computer Science
Hidden Markov Models
Language Model
Hidden Markov Model
得分2k
66
4
Speech Recognition
Hidden Markov Models
Feature Extraction
Nonnegative Matrix Factorization
Compressed Sensing
得分2k
67
11
Speech Recognition
Parameter Estimation
Hidden Markov Models
Em Algorithm
Acoustic Noise
得分2k
68
17
Speech Recognition
Speaker Recognition
Speech
Speech Processing
Feature Extraction
得分1k
69
9
Speech Synthesis
Speech Recognition
Hidden Markov Models
Statistical Parametric Speech Synthesis
Hidden Markov Model
得分1k
70
8
Speech Recognition
Hidden Markov Models
Neural Nets
Deep Neural Network
Cd-dnn-hmm
得分1k
71
27
Speech Synthesis
Speech Recognition
Hmm-based Speech Synthesis
Computer Science
Hidden Markov Models
得分1k
72
32
Deep Learning
Source Separation
Speech Separation
Deep Clustering
Attractor Network
得分1k
73
5
Speech Recognition
Speech Enhancement
Blind Source Separation
Automatic Speech Recognition
Reverberation
得分1k
74
17
Speech Recognition
Automatic Speech Recognition
Language Model
Decoding
Hidden Markov Models
得分1k
75
33
Speech Recognition
Computer Science
Information Retrieval
Hidden Markov Models
Speech Processing
得分1k
76
2
Speech Recognition
Speech Processing
Automatic Speech Recognition
Speech
Language Model
得分1k
77
2
Speech Recognition
Neural Networks
Missing Value
Energy-based Model
Recurrent Neural Networks
得分1k
79
29
Speech Recognition
Language Model
Word Error Rate
Automatic Speech Recognition
Language Modeling
得分1k
80
16
Speech Recognition
Automatic Speech Recognition
Speech Processing
Feature Extraction
Acoustic Modeling
得分1k
81
14
Speech Recognition
Automatic Speech Recognition
Language Model
Speech Processing
Speech Synthesis
得分1k
82
34
Speech Recognition
Computer Science
Image Matching
Learning (artificial Intelligence)
Light Transport Model
得分1k
83
14
Speech Recognition
Automatic Speech Recognition
Computer Science
Information Retrieval
Deep Neural Networks
得分1k
84
15
Speech Recognition
Handwriting Recognition
Recurrent Neural Networks
Transformer
Minimum Classification Error Training
得分1k
85
18
Speech Recognition
Hidden Markov Models
Discriminative Training
Hidden Markov Model
Minimum Classification Error
得分1k
86
15
Emotion Recognition
Computational Paralinguistics
Speech Recognition
Computer Science
Emotion
得分1k
87
NEW
Data Compression
Video Coding
Graph Signal Processing
Decoding
Image Coding
得分1k
88
22
Echo Suppression
Deep Learning
Computer Science
Malware Classification
Malware Detection
得分1k
89
34
Speech Recognition
Deep Learning
Speech
Auditory Cortex
Computer Science
得分1k
90
10
Speaker Recognition
Speech Recognition
Speech
NIST
Acoustics
得分1k
91
21
Speech Recognition
Robust Speech Recognition
Computer Science
Hidden Markov Models
Speech
得分1k
92
10
Speech Recognition
Computer Science
Artificial Intelligence
Natural Language Processing
Deep Learning
得分1k
93
1
Speech Recognition
Automatic Speech Recognition
Word Error Rate
Lvcsr
System Combination
得分1k
94
50
Speech Recognition
Automatic Speech Recognition
Speech Enhancement
Reverberation
Dereverberation
得分1k
95
10
Artificial Intelligence
Computer Science
Reinforcement Learning
Speech Recognition
Recurrent Neural Network
得分1k
97
24
Speech Recognition
Non-negative Matrix Factorization
Source Separation
Audio Signal Processing
Automatic Speech Recognition
得分1k
98
17
Speech Recognition
Deep Neural Networks
Automatic Speech Recognition
Feature Extraction
Computer Science
得分1k
99
20
Speaker Recognition
Speech
Speaker Verification
Factor Analysis
Speech Recognition
得分1k
100
32
Speech Recognition
Speech Enhancement
Computer Science
Automatic Speech Recognition
Speech Processing
得分1k
1
-
Neural Network
Boltzmann Machine
Unsupervised Learning
Speech Recognition
Computer Science
得分12k
2
-
Speech Recognition
Neural Networks
Acoustic Modeling
Phone Recognition
Neural Nets
得分10k
3
-
Recurrent Neural Network
Speech Recognition
Long Short Term Memory
Computer Science
Recurrent Neural Networks
得分9k
4
2
Speech Recognition
Hidden Markov Models
Automatic Speech Recognition
Word Error Rate
Decoding
得分8k
5
2
Speech Recognition
Automatic Speech Recognition
Language Model
Machine Translation
Speech Processing
得分8k
6
1
Speech Recognition
Computer Science
Neural Nets
Hidden Markov Models
Pattern Recognition
得分8k
7
3
Speech Recognition
Hidden Markov Models
Deep Learning
Automatic Speech Recognition
Speech
得分6k
8
NEW
Computer Science
Speech Recognition
Electrical Engineering
Artificial Intelligence
Artificial Neural Network
得分6k
9
1
Mass Spectrometry
Mass Spectroscopy
Tandem Mass Spectrometry
Speech Recognition
Computer Science
得分5k
10
6
Speech Recognition
Keyword Search
Deep Neural Networks
Conversational Telephone Speech
Hidden Markov Models
得分5k
11
6
Natural Language Processing
Speech Recognition
Computer Science
Deep Learning
Named Entity Recognition
得分5k
12
-
Speech Recognition
Automatic Speech Recognition
Speech Enhancement
Discriminative Training
Gaussian Processes
得分5k
13
10
Speech Recognition
Speech Processing
Point Process Model
Unsupervised Learning
Natural Language Processing
得分4k
14
11
Electrical Engineering
Artificial Intelligence
Speech Recognition
Music
Audio Signal Processing
得分4k
16
10
Speech Recognition
Hidden Markov Models
DNN
Irrelevant Variability Normalization
Training Data
得分4k
17
2
Source Separation
Speech Enhancement
Deep Clustering
Cocktail Party Problem
Deep Learning
得分4k
18
18
Total Order
Sequential Consistency
Unsupervised Learning
Sound Classification
Formal Verification
得分4k
19
19
Unsupervised Learning
Missing Labels
Loss Masking
Label Noise
Acoustic Event Detection
得分4k
20
19
Speech Recognition
Automatic Speech Recognition
Noise Robustness
Computer Science
Missing Data
得分4k
21
13
Speech Recognition
Hidden Markov Models
Hidden Markov Model
Speech Processing
Deep Learning
得分4k
22
9
Speech Recognition
Automatic Speech Recognition
Word Error Rate
Neural Nets
Hidden Markov Models
得分4k
23
2
Speech Recognition
Speech Enhancement
Computer Science
Hidden Markov Models
Speech Separation
得分4k
25
11
Speech Recognition
Deep Neural Networks
Computer Science
Acoustic Modeling
Computer Vision
得分3k
26
14
Computer Science
Storage System
Speech Recognition
Artificial Neural Network
Buffer Cache
得分3k
28
6
Speaker Diarization
Computer Science
Speech Recognition
Deep Learning
Speaker Recognition
得分3k
29
1
Speech Recognition
Automatic Speech Recognition
Hidden Markov Models
Computer Science
Deep Neural Network
得分3k
30
6
Speech Recognition
Hidden Markov Models
Computer Science
Hidden Markov Model
Speaker Adaptation
得分3k
31
4
Computer Science
Speech Recognition
Utterance
Speaker Recognition
Speaker Verification
得分3k
32
5
Speech Recognition
Recurrent Neural Network
Speech Processing
Feature Extraction
Hidden Markov Models
得分3k
33
6
Emotion Recognition
Affective Computing
Speech Recognition
Feature Extraction
Computational Paralinguistics
得分3k
34
13
Speaker Recognition
Deep Neural Networks
Speaker Diarization
Gaussian Mixture Model
I-vectors
得分3k
35
10
Speech Recognition
Embedded Speech Recognition
Speech Processing
Sequence-to-sequence Models
Keyword Spotting
得分3k
36
21
Speech Recognition
Computer Science
Network Traffic
Packet Trace Anonymization
Network Topology
得分3k
37
15
Speech Recognition
Computer Science
Speech Separation
Audio Signal
Speech Enhancement
得分3k
39
10
Speech Recognition
Silicon
Computer Science
Channel Reservation
Q Factor
得分2k
40
3
Speech Recognition
Computer Science
Automatic Speech Recognition
Recurrent Neural Network
Natural Language Processing
得分2k
41
14
Speaker Recognition
Speaker Diarization
Speech Recognition
Modulation
Deep Neural Networks
得分2k
42
NEW
Speech Processing
Computational Auditory Scene Analysis
Neural Nets
Feature Extraction
Speech Separation
得分2k
43
3
Automatic Speech Recognition
End-to-end Speech Recognition
Computer Science
Artificial Neural Network
Deep Neural Networks
得分2k
44
15
Speaker Recognition
Deep Neural Networks
Speaker Diarization
X-vectors
Information Processing
得分2k
45
3
Speech Recognition
CTC
Sequence-to-sequence Models
LSTM
Acoustic Modeling
得分2k
46
15
Artificial Intelligence
Computer Science
Comprehensive Guide
Pattern Recognition
Speech Processing
得分2k
47
7
Nonnegative Matrix Factorization
Face Recognition
Neural Network
Neural Networks
Machine Learning
得分2k
48
16
Speech Recognition
Decoding
Acoustics
Training
Contextual Speech Recognition
得分2k
50
21
Unsupervised Learning
Conferences
Training
Missing Labels
Loss Masking
得分2k
51
2
Speech Recognition
Neural Networks
Deep Learning
Acoustic Modeling
Neural Nets
得分2k
52
43
Computer Science
Object Detection
Optimization
Machine Learning
Unsupervised Learning
得分2k
53
24
Speech Synthesis
Speech Coding
Mutual Information
Computer Science
Voice Modification
得分2k
54
31
Computer Science
Spectrogram
Speech Recognition
Artificial Neural Network
Transfer Learning
得分2k
55
28
Audio Event Discovery
Unsupervised Learning
Weakly-supervised Learning
Streaming Clustering Algorithms
Sound Ontology
得分2k
56
28
Audio Event Detection
Sound Ontology
Audio Databases
Data Collection
Weakly-supervised Learning
得分2k
57
29
Statistical Computing
Spark
R
Cardinality Estimator
Ai Application
得分2k
58
18
Speech Recognition
Computer Science
Speech Processing
Audio Signal Processing
Feature Extraction
得分2k
59
9
Collaborative Learning
Speech Recognition
Acoustic Event Detection
Audio Signal Processing
Computer Science
得分2k
60
32
Audio Set
Self-supervised Learning
Main Drawback
Natural Image Synthesis
Unconditional Imagenet Generation
得分2k
61
12
Image Segmentation
Real Time
Reinforcement Learning
Speech Recognition
Feature Extraction
得分2k
62
NEW
Acoustic Event Detection
Convolutional Neural Networks
Deep Neural Networks
Acoustic Scene Classification
Video Classification
得分2k
63
NEW
Acoustic Event Detection
Convolutional Neural Networks
Deep Neural Networks
Acoustic Scene Classification
Video Classification
得分2k
64
6
Speech Recognition
Hidden Markov Models
Discriminative Training
Hidden Markov Model
System Combination
得分2k
65
2
Speech Recognition
Computer Science
Hidden Markov Models
Language Model
Hidden Markov Model
得分2k
66
4
Speech Recognition
Hidden Markov Models
Feature Extraction
Nonnegative Matrix Factorization
Compressed Sensing
得分2k
67
11
Speech Recognition
Parameter Estimation
Hidden Markov Models
Em Algorithm
Acoustic Noise
得分2k
68
17
Speech Recognition
Speaker Recognition
Speech
Speech Processing
Feature Extraction
得分1k
69
9
Speech Synthesis
Speech Recognition
Hidden Markov Models
Statistical Parametric Speech Synthesis
Hidden Markov Model
得分1k
70
8
Speech Recognition
Hidden Markov Models
Neural Nets
Deep Neural Network
Cd-dnn-hmm
得分1k
71
27
Speech Synthesis
Speech Recognition
Hmm-based Speech Synthesis
Computer Science
Hidden Markov Models
得分1k
72
32
Deep Learning
Source Separation
Speech Separation
Deep Clustering
Attractor Network
得分1k
73
5
Speech Recognition
Speech Enhancement
Blind Source Separation
Automatic Speech Recognition
Reverberation
得分1k
74
17
Speech Recognition
Automatic Speech Recognition
Language Model
Decoding
Hidden Markov Models
得分1k
75
33
Speech Recognition
Computer Science
Information Retrieval
Hidden Markov Models
Speech Processing
得分1k
76
2
Speech Recognition
Speech Processing
Automatic Speech Recognition
Speech
Language Model
得分1k
77
2
Speech Recognition
Neural Networks
Missing Value
Energy-based Model
Recurrent Neural Networks
得分1k
79
29
Speech Recognition
Language Model
Word Error Rate
Automatic Speech Recognition
Language Modeling
得分1k
80
16
Speech Recognition
Automatic Speech Recognition
Speech Processing
Feature Extraction
Acoustic Modeling
得分1k
81
14
Speech Recognition
Automatic Speech Recognition
Language Model
Speech Processing
Speech Synthesis
得分1k
82
34
Speech Recognition
Computer Science
Image Matching
Learning (artificial Intelligence)
Light Transport Model
得分1k
83
14
Speech Recognition
Automatic Speech Recognition
Computer Science
Information Retrieval
Deep Neural Networks
得分1k
84
15
Speech Recognition
Handwriting Recognition
Recurrent Neural Networks
Transformer
Minimum Classification Error Training
得分1k
85
18
Speech Recognition
Hidden Markov Models
Discriminative Training
Hidden Markov Model
Minimum Classification Error
得分1k
86
15
Emotion Recognition
Computational Paralinguistics
Speech Recognition
Computer Science
Emotion
得分1k
87
NEW
Data Compression
Video Coding
Graph Signal Processing
Decoding
Image Coding
得分1k
88
22
Echo Suppression
Deep Learning
Computer Science
Malware Classification
Malware Detection
得分1k
89
34
Speech Recognition
Deep Learning
Speech
Auditory Cortex
Computer Science
得分1k
90
10
Speaker Recognition
Speech Recognition
Speech
NIST
Acoustics
得分1k
91
21
Speech Recognition
Robust Speech Recognition
Computer Science
Hidden Markov Models
Speech
得分1k
92
10
Speech Recognition
Computer Science
Artificial Intelligence
Natural Language Processing
Deep Learning
得分1k
93
1
Speech Recognition
Automatic Speech Recognition
Word Error Rate
Lvcsr
System Combination
得分1k
94
50
Speech Recognition
Automatic Speech Recognition
Speech Enhancement
Reverberation
Dereverberation
得分1k
95
10
Artificial Intelligence
Computer Science
Reinforcement Learning
Speech Recognition
Recurrent Neural Network
得分1k
97
24
Speech Recognition
Non-negative Matrix Factorization
Source Separation
Audio Signal Processing
Automatic Speech Recognition
得分1k
98
17
Speech Recognition
Deep Neural Networks
Automatic Speech Recognition
Feature Extraction
Computer Science
得分1k
99
20
Speaker Recognition
Speech
Speaker Verification
Factor Analysis
Speech Recognition
得分1k
100
32
Speech Recognition
Speech Enhancement
Computer Science
Automatic Speech Recognition
Speech Processing
得分1k