1 Report Overview 1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global Natural Language Processing and Recognition Market Size Growth Rate by Type: 2016 VS 2021 VS 2027 1.2.2 Facial Expression Recognition 1.2.3 Speech and Voice Recognition 1.2.4 Gesture and Posture Recognition 1.3 Market by Application 1.3.1 Global Natural Language Processing and Recognition Market Share by Application: 2016 VS 2021 VS 2027 1.3.2 Medical Emergency 1.3.3 Marketing and Advertising 1.3.4 Law Enforcement, Surveillance, and Monitoring 1.3.5 Entertainment and Consumer Electronics 1.3.6 Others 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Natural Language Processing and Recognition Market Perspective (2016-2027) 2.2 Natural Language Processing and Recognition Growth Trends by Regions 2.2.1 Natural Language Processing and Recognition Market Size by Regions: 2016 VS 2021 VS 2027 2.2.2 Natural Language Processing and Recognition Historic Market Share by Regions (2016-2021) 2.2.3 Natural Language Processing and Recognition Forecasted Market Size by Regions (2022-2027) 2.3 Natural Language Processing and Recognition Industry Dynamic 2.3.1 Natural Language Processing and Recognition Market Trends 2.3.2 Natural Language Processing and Recognition Market Drivers 2.3.3 Natural Language Processing and Recognition Market Challenges 2.3.4 Natural Language Processing and Recognition Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top Natural Language Processing and Recognition Players by Revenue 3.1.1 Global Top Natural Language Processing and Recognition Players by Revenue (2016-2021) 3.1.2 Global Natural Language Processing and Recognition Revenue Market Share by Players (2016-2021) 3.2 Global Natural Language Processing and Recognition Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: Ranking by Natural Language Processing and Recognition Revenue 3.4 Global Natural Language Processing and Recognition Market Concentration Ratio 3.4.1 Global Natural Language Processing and Recognition Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Natural Language Processing and Recognition Revenue in 2020 3.5 Natural Language Processing and Recognition Key Players Head office and Area Served 3.6 Key Players Natural Language Processing and Recognition Product Solution and Service 3.7 Date of Enter into Natural Language Processing and Recognition Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Natural Language Processing and Recognition Breakdown Data by Type 4.1 Global Natural Language Processing and Recognition Historic Market Size by Type (2016-2021) 4.2 Global Natural Language Processing and Recognition Forecasted Market Size by Type (2022-2027) 5 Natural Language Processing and Recognition Breakdown Data by Application 5.1 Global Natural Language Processing and Recognition Historic Market Size by Application (2016-2021) 5.2 Global Natural Language Processing and Recognition Forecasted Market Size by Application (2022-2027) 6 North America 6.1 North America Natural Language Processing and Recognition Market Size (2016-2027) 6.2 North America Natural Language Processing and Recognition Market Size by Type 6.2.1 North America Natural Language Processing and Recognition Market Size by Type (2016-2021) 6.2.2 North America Natural Language Processing and Recognition Market Size by Type (2022-2027) 6.2.3 North America Natural Language Processing and Recognition Market Size by Type (2016-2027) 6.3 North America Natural Language Processing and Recognition Market Size by Application 6.3.1 North America Natural Language Processing and Recognition Market Size by Application (2016-2021) 6.3.2 North America Natural Language Processing and Recognition Market Size by Application (2022-2027) 6.3.3 North America Natural Language Processing and Recognition Market Size by Application (2016-2027) 6.4 North America Natural Language Processing and Recognition Market Size by Country 6.4.1 North America Natural Language Processing and Recognition Market Size by Country (2016-2021) 6.4.2 North America Natural Language Processing and Recognition Market Size by Country (2022-2027) 6.4.3 United States 6.4.4 Canada 7 Europe 7.1 Europe Natural Language Processing and Recognition Market Size (2016-2027) 7.2 Europe Natural Language Processing and Recognition Market Size by Type 7.2.1 Europe Natural Language Processing and Recognition Market Size by Type (2016-2021) 7.2.2 Europe Natural Language Processing and Recognition Market Size by Type (2022-2027) 7.2.3 Europe Natural Language Processing and Recognition Market Size by Type (2016-2027) 7.3 Europe Natural Language Processing and Recognition Market Size by Application 7.3.1 Europe Natural Language Processing and Recognition Market Size by Application (2016-2021) 7.3.2 Europe Natural Language Processing and Recognition Market Size by Application (2022-2027) 7.3.3 Europe Natural Language Processing and Recognition Market Size by Application (2016-2027) 7.4 Europe Natural Language Processing and Recognition Market Size by Country 7.4.1 Europe Natural Language Processing and Recognition Market Size by Country (2016-2021) 7.4.2 Europe Natural Language Processing and Recognition Market Size by Country (2022-2027) 7.4.3 Germany 7.4.4 France 7.4.5 U.K. 7.4.6 Italy 7.4.7 Russia 7.4.8 Nordic 8 Asia-Pacific 8.1 Asia-Pacific Natural Language Processing and Recognition Market Size (2016-2027) 8.2 Asia-Pacific Natural Language Processing and Recognition Market Size by Type 8.2.1 Asia-Pacific Natural Language Processing and Recognition Market Size by Type (2016-2021) 8.2.2 Asia-Pacific Natural Language Processing and Recognition Market Size by Type (2022-2027) 8.2.3 Asia-Pacific Natural Language Processing and Recognition Market Size by Type (2016-2027) 8.3 Asia-Pacific Natural Language Processing and Recognition Market Size by Application 8.3.1 Asia-Pacific Natural Language Processing and Recognition Market Size by Application (2016-2021) 8.3.2 Asia-Pacific Natural Language Processing and Recognition Market Size by Application (2022-2027) 8.3.3 Asia-Pacific Natural Language Processing and Recognition Market Size by Application (2016-2027) 8.4 Asia-Pacific Natural Language Processing and Recognition Market Size by Region 8.4.1 Asia-Pacific Natural Language Processing and Recognition Market Size by Region (2016-2021) 8.4.2 Asia-Pacific Natural Language Processing and Recognition Market Size by Region (2022-2027) 8.4.3 China 8.4.4 Japan 8.4.5 South Korea 8.4.6 Southeast Asia 8.4.7 India 8.4.8 Australia 9 Latin America 9.1 Latin America Natural Language Processing and Recognition Market Size (2016-2027) 9.2 Latin America Natural Language Processing and Recognition Market Size by Type 9.2.1 Latin America Natural Language Processing and Recognition Market Size by Type (2016-2021) 9.2.2 Latin America Natural Language Processing and Recognition Market Size by Type (2022-2027) 9.2.3 Latin America Natural Language Processing and Recognition Market Size by Type (2016-2027) 9.3 Latin America Natural Language Processing and Recognition Market Size by Application 9.3.1 Latin America Natural Language Processing and Recognition Market Size by Application (2016-2021) 9.3.2 Latin America Natural Language Processing and Recognition Market Size by Application (2022-2027) 9.3.3 Latin America Natural Language Processing and Recognition Market Size by Application (2016-2027) 9.4 Latin America Natural Language Processing and Recognition Market Size by Country 9.4.1 Latin America Natural Language Processing and Recognition Market Size by Country (2016-2021) 9.4.2 Latin America Natural Language Processing and Recognition Market Size by Country (2022-2027) 9.4.3 Mexico 9.4.4 Brazil 10 Middle East & Africa 10.1 Middle East & Africa Natural Language Processing and Recognition Market Size (2016-2027) 10.2 Middle East & Africa Natural Language Processing and Recognition Market Size by Type 10.2.1 Middle East & Africa Natural Language Processing and Recognition Market Size by Type (2016-2021) 10.2.2 Middle East & Africa Natural Language Processing and Recognition Market Size by Type (2022-2027) 10.2.3 Middle East & Africa Natural Language Processing and Recognition Market Size by Type (2016-2027) 10.3 Middle East & Africa Natural Language Processing and Recognition Market Size by Application 10.3.1 Middle East & Africa Natural Language Processing and Recognition Market Size by Application (2016-2021) 10.3.2 Middle East & Africa Natural Language Processing and Recognition Market Size by Application (2022-2027) 10.3.3 Middle East & Africa Natural Language Processing and Recognition Market Size by Application (2016-2027) 10.4 Middle East & Africa Natural Language Processing and Recognition Market Size by Country 10.4.1 Middle East & Africa Natural Language Processing and Recognition Market Size by Country (2016-2021) 10.4.2 Middle East & Africa Natural Language Processing and Recognition Market Size by Country (2022-2027) 10.4.3 Turkey 10.4.4 Saudi Arabia 10.4.5 UAE 11 Key Players Profiles 11.1 Apple 11.1.1 Apple Company Details 11.1.2 Apple Business Overview 11.1.3 Apple Natural Language Processing and Recognition Introduction 11.1.4 Apple Revenue in Natural Language Processing and Recognition Business (2016-2021) 11.1.5 Apple Recent Development 11.2 Google 11.2.1 Google Company Details 11.2.2 Google Business Overview 11.2.3 Google Natural Language Processing and Recognition Introduction 11.2.4 Google Revenue in Natural Language Processing and Recognition Business (2016-2021) 11.2.5 Google Recent Development 11.3 Microsoft 11.3.1 Microsoft Company Details 11.3.2 Microsoft Business Overview 11.3.3 Microsoft Natural Language Processing and Recognition Introduction 11.3.4 Microsoft Revenue in Natural Language Processing and Recognition Business (2016-2021) 11.3.5 Microsoft Recent Development 11.4 IBM 11.4.1 IBM Company Details 11.4.2 IBM Business Overview 11.4.3 IBM Natural Language Processing and Recognition Introduction 11.4.4 IBM Revenue in Natural Language Processing and Recognition Business (2016-2021) 11.4.5 IBM Recent Development 11.5 Affectiva 11.5.1 Affectiva Company Details 11.5.2 Affectiva Business Overview 11.5.3 Affectiva Natural Language Processing and Recognition Introduction 11.5.4 Affectiva Revenue in Natural Language Processing and Recognition Business (2016-2021) 11.5.5 Affectiva Recent Development 11.6 Beyond Verbal 11.6.1 Beyond Verbal Company Details 11.6.2 Beyond Verbal Business Overview 11.6.3 Beyond Verbal Natural Language Processing and Recognition Introduction 11.6.4 Beyond Verbal Revenue in Natural Language Processing and Recognition Business (2016-2021) 11.6.5 Beyond Verbal Recent Development 11.7 Noldus Information Technology 11.7.1 Noldus Information Technology Company Details 11.7.2 Noldus Information Technology Business Overview 11.7.3 Noldus Information Technology Natural Language Processing and Recognition Introduction 11.7.4 Noldus Information Technology Revenue in Natural Language Processing and Recognition Business (2016-2021) 11.7.5 Noldus Information Technology Recent Development 12 Analyst's Viewpoints/Conclusions 13 Appendix 13.1 Research Methodology 13.1.1 Methodology/Research Approach 13.1.2 Data Source 13.2 Disclaimer 13.3 Author Details

List of Tables Table 1. Global Natural Language Processing and Recognition Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027 Table 2. Key Players of Facial Expression Recognition Table 3. Key Players of Speech and Voice Recognition Table 4. Key Players of Gesture and Posture Recognition Table 5. Global Natural Language Processing and Recognition Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027 Table 6. Global Natural Language Processing and Recognition Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027 Table 7. Global Natural Language Processing and Recognition Market Size by Regions (2016-2021) & (US$ Million) Table 8. Global Natural Language Processing and Recognition Market Share by Regions (2016-2021) Table 9. Global Natural Language Processing and Recognition Forecasted Market Size by Regions (2022-2027) & (US$ Million) Table 10. Global Natural Language Processing and Recognition Market Share by Regions (2022-2027) Table 11. Natural Language Processing and Recognition Market Trends Table 12. Natural Language Processing and Recognition Market Drivers Table 13. Natural Language Processing and Recognition Market Challenges Table 14. Natural Language Processing and Recognition Market Restraints Table 15. Global Natural Language Processing and Recognition Revenue by Players (2016-2021) & (US$ Million) Table 16. Global Natural Language Processing and Recognition Market Share by Players (2016-2021) Table 17. Global Top Natural Language Processing and Recognition Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Natural Language Processing and Recognition as of 2020) Table 18. Ranking of Global Top Natural Language Processing and Recognition Companies by Revenue (US$ Million) in 2020 Table 19. Global 5 Largest Players Market Share by Natural Language Processing and Recognition Revenue (CR5 and HHI) & (2016-2021) Table 20. Key Players Headquarters and Area Served Table 21. Key Players Natural Language Processing and Recognition Product Solution and Service Table 22. Date of Enter into Natural Language Processing and Recognition Market Table 23. Mergers & Acquisitions, Expansion Plans Table 24. Global Natural Language Processing and Recognition Market Size by Type (2016-2021) (US$ Million) Table 25. Global Natural Language Processing and Recognition Revenue Market Share by Type (2016-2021) Table 26. Global Natural Language Processing and Recognition Forecasted Market Size by Type (2022-2027) (US$ Million) Table 27. Global Natural Language Processing and Recognition Revenue Market Share by Type (2022-2027) & (US$ Million) Table 28. Global Natural Language Processing and Recognition Market Size Share by Application (2016-2021) & (US$ Million) Table 29. Global Natural Language Processing and Recognition Revenue Market Share by Application (2016-2021) Table 30. Global Natural Language Processing and Recognition Forecasted Market Size by Application (2022-2027) (US$ Million) Table 31. Global Natural Language Processing and Recognition Revenue Market Share by Application (2022-2027) & (US$ Million) Table 32. North America Natural Language Processing and Recognition Market Size by Type (2016-2021) (US$ Million) Table 33. North America Natural Language Processing and Recognition Market Size by Type (2022-2027) & (US$ Million) Table 34. North America Natural Language Processing and Recognition Market Size by Application (2016-2021) (US$ Million) Table 35. North America Natural Language Processing and Recognition Market Size by Application (2022-2027) & (US$ Million) Table 36. North America Natural Language Processing and Recognition Market Size by Country (2016-2021) & (US$ Million) Table 37. North America Natural Language Processing and Recognition Market Size by Country (2022-2027) & (US$ Million) Table 38. Europe Natural Language Processing and Recognition Market Size by Type (2016-2021) (US$ Million) Table 39. Europe Natural Language Processing and Recognition Market Size by Type (2022-2027) & (US$ Million) Table 40. Europe Natural Language Processing and Recognition Market Size by Application (2016-2021) (US$ Million) Table 41. Europe Natural Language Processing and Recognition Market Size by Application (2022-2027) & (US$ Million) Table 42. Europe Natural Language Processing and Recognition Market Size by Country (2016-2021) & (US$ Million) Table 43. Europe Natural Language Processing and Recognition Market Size by Country (2022-2027) & (US$ Million) Table 44. Asia-Pacific Natural Language Processing and Recognition Market Size by Type (2016-2021) (US$ Million) Table 45. Asia-Pacific Natural Language Processing and Recognition Market Size by Type (2022-2027) & (US$ Million) Table 46. Asia-Pacific Natural Language Processing and Recognition Market Size by Application (2016-2021) (US$ Million) Table 47. Asia-Pacific Natural Language Processing and Recognition Market Size by Application (2022-2027) & (US$ Million) Table 48. Asia-Pacific Natural Language Processing and Recognition Market Size by Region (2016-2021) & (US$ Million) Table 49. Asia-Pacific Natural Language Processing and Recognition Market Size by Region (2022-2027) & (US$ Million) Table 50. Latin America Natural Language Processing and Recognition Market Size by Type (2016-2021) (US$ Million) Table 51. Latin America Natural Language Processing and Recognition Market Size by Type (2022-2027) & (US$ Million) Table 52. Latin America Natural Language Processing and Recognition Market Size by Application (2016-2021) (US$ Million) Table 53. Latin America Natural Language Processing and Recognition Market Size by Application (2022-2027) & (US$ Million) Table 54. Latin America Natural Language Processing and Recognition Market Size by Country (2016-2021) & (US$ Million) Table 55. Latin America Natural Language Processing and Recognition Market Size by Country (2022-2027) & (US$ Million) Table 56. Middle East & Africa Natural Language Processing and Recognition Market Size by Type (2016-2021) (US$ Million) Table 57. Middle East & Africa Natural Language Processing and Recognition Market Size by Type (2022-2027) & (US$ Million) Table 58. Middle East & Africa Natural Language Processing and Recognition Market Size by Application (2016-2021) (US$ Million) Table 59. Middle East & Africa Natural Language Processing and Recognition Market Size by Application (2022-2027) & (US$ Million) Table 60. Middle East & Africa Natural Language Processing and Recognition Market Size by Country (2016-2021) & (US$ Million) Table 61. Middle East & Africa Natural Language Processing and Recognition Market Size by Country (2022-2027) & (US$ Million) Table 62. Apple Company Details Table 63. Apple Business Overview Table 64. Apple Natural Language Processing and Recognition Product Table 65. Apple Revenue in Natural Language Processing and Recognition Business (2016-2021) & (US$ Million) Table 66. Apple Recent Development Table 67. Google Company Details Table 68. Google Business Overview Table 69. Google Natural Language Processing and Recognition Product Table 70. Google Revenue in Natural Language Processing and Recognition Business (2016-2021) & (US$ Million) Table 71. Google Recent Development Table 72. Microsoft Company Details Table 73. Microsoft Business Overview Table 74. Microsoft Natural Language Processing and Recognition Product Table 75. Microsoft Revenue in Natural Language Processing and Recognition Business (2016-2021) & (US$ Million) Table 76. Microsoft Recent Development Table 77. IBM Company Details Table 78. IBM Business Overview Table 79. IBM Natural Language Processing and Recognition Product Table 80. IBM Revenue in Natural Language Processing and Recognition Business (2016-2021) & (US$ Million) Table 81. IBM Recent Development Table 82. Affectiva Company Details Table 83. Affectiva Business Overview Table 84. Affectiva Natural Language Processing and Recognition Product Table 85. Affectiva Revenue in Natural Language Processing and Recognition Business (2016-2021) & (US$ Million) Table 86. Affectiva Recent Development Table 87. Beyond Verbal Company Details Table 88. Beyond Verbal Business Overview Table 89. Beyond Verbal Natural Language Processing and Recognition Product Table 90. Beyond Verbal Revenue in Natural Language Processing and Recognition Business (2016-2021) & (US$ Million) Table 91. Beyond Verbal Recent Development Table 92. Noldus Information Technology Company Details Table 93. Noldus Information Technology Business Overview Table 94. Noldus Information Technology Natural Language Processing and Recognition Product Table 95. Noldus Information Technology Revenue in Natural Language Processing and Recognition Business (2016-2021) & (US$ Million) Table 96. Noldus Information Technology Recent Development Table 97. Research Programs/Design for This Report Table 98. Key Data Information from Secondary Sources Table 99. Key Data Information from Primary Sources List of Figures Figure 1. Global Natural Language Processing and Recognition Market Share by Type: 2020 VS 2027 Figure 2. Facial Expression Recognition Features Figure 3. Speech and Voice Recognition Features Figure 4. Gesture and Posture Recognition Features Figure 5. Global Natural Language Processing and Recognition Market Share by Application: 2020 VS 2027 Figure 6. Medical Emergency Case Studies Figure 7. Marketing and Advertising Case Studies Figure 8. Law Enforcement, Surveillance, and Monitoring Case Studies Figure 9. Entertainment and Consumer Electronics Case Studies Figure 10. Others Case Studies Figure 11. Natural Language Processing and Recognition Report Years Considered Figure 12. Global Natural Language Processing and Recognition Market Size (US$ Million), Year-over-Year: 2016-2027 Figure 13. Global Natural Language Processing and Recognition Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 14. Global Natural Language Processing and Recognition Market Share by Regions: 2020 VS 2027 Figure 15. Global Natural Language Processing and Recognition Market Share by Regions (2022-2027) Figure 16. Global Natural Language Processing and Recognition Market Share by Players in 2020 Figure 17. Global Top Natural Language Processing and Recognition Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Natural Language Processing and Recognition as of 2020 Figure 18. The Top 10 and 5 Players Market Share by Natural Language Processing and Recognition Revenue in 2020 Figure 19. Global Natural Language Processing and Recognition Revenue Market Share by Type (2016-2021) Figure 20. Global Natural Language Processing and Recognition Revenue Market Share by Type (2022-2027) Figure 21. North America Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 22. North America Natural Language Processing and Recognition Market Share by Type (2016-2027) Figure 23. North America Natural Language Processing and Recognition Market Share by Application (2016-2027) Figure 24. North America Natural Language Processing and Recognition Market Share by Country (2016-2027) Figure 25. United States Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 26. Canada Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 27. Europe Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 28. Europe Natural Language Processing and Recognition Market Share by Type (2016-2027) Figure 29. Europe Natural Language Processing and Recognition Market Share by Application (2016-2027) Figure 30. Europe Natural Language Processing and Recognition Market Share by Country (2016-2027) Figure 31. Germany Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 32. France Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 33. U.K. Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 34. Italy Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 35. Russia Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 36. Nordic Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 37. Asia-Pacific Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 38. Asia-Pacific Natural Language Processing and Recognition Market Share by Type (2016-2027) Figure 39. Asia-Pacific Natural Language Processing and Recognition Market Share by Application (2016-2027) Figure 40. Asia-Pacific Natural Language Processing and Recognition Market Share by Region (2016-2027) Figure 41. China Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 42. Japan Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 43. South Korea Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 44. Southeast Asia Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 45. India Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 46. Australia Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 47. Latin America Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 48. Latin America Natural Language Processing and Recognition Market Share by Type (2016-2027) Figure 49. Latin America Natural Language Processing and Recognition Market Share by Application (2016-2027) Figure 50. Latin America Natural Language Processing and Recognition Market Share by Country (2016-2027) Figure 51. Mexico Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 52. Brazil Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 53. Middle East & Africa Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 54. Middle East & Africa Natural Language Processing and Recognition Market Share by Type (2016-2027) Figure 55. Middle East & Africa Natural Language Processing and Recognition Market Share by Application (2016-2027) Figure 56. Middle East & Africa Natural Language Processing and Recognition Market Share by Country (2016-2027) Figure 57. Turkey Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 58. Saudi Arabia Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 59. UAE Natural Language Processing and Recognition Market Size YoY Growth (2016-2027) & (US$ Million) Figure 60. Apple Revenue Growth Rate in Natural Language Processing and Recognition Business (2016-2021) Figure 61. Google Revenue Growth Rate in Natural Language Processing and Recognition Business (2016-2021) Figure 62. Microsoft Revenue Growth Rate in Natural Language Processing and Recognition Business (2016-2021) Figure 63. IBM Revenue Growth Rate in Natural Language Processing and Recognition Business (2016-2021) Figure 64. Affectiva Revenue Growth Rate in Natural Language Processing and Recognition Business (2016-2021) Figure 65. Beyond Verbal Revenue Growth Rate in Natural Language Processing and Recognition Business (2016-2021) Figure 66. Noldus Information Technology Revenue Growth Rate in Natural Language Processing and Recognition Business (2016-2021) Figure 67. Bottom-up and Top-down Approaches for This Report Figure 68. Data Triangulation Figure 69. Key Executives Interviewed

Apple Google Microsoft IBM Affectiva Beyond Verbal Noldus Information Technology