https://github.com/toreaurstadboss/MultiLingual.Translator
The speech synthesis service of Azure AI is accessed via a REST service. You can actually test it out first in Postman, retrieving an access token via an endpoint for this and then calling the text to speech endpoint using the access token as a bearer token. To get the demo working, you have to inside the Azure Portal create the necessary resources / services. This article is focused on speech service. Important, if you want to test out the DEMO yourself, remember to put the keys into environment variables so they are not exposed via source control. To get started with speech synthesis in Azure Cognitive Services, add a Speech Service resource via the Azure Portal. https://learn.microsoft.com/en-us/azure/ai-services/speech-service/overview We also need to add audio capability to our demo, which is a .NET MAUI Blazor app. The Nuget package used is the following : MultiLingual.Translator.csproj
<ItemGroup>
<PackageReference Include="Plugin.Maui.Audio" Version="2.0.0" />
</ItemGroup>
This Nuget package's website is here:
https://github.com/jfversluis/Plugin.Maui.Audio
The MauiProgram.cs looks like the following, make note of AudioManager.Current, which is registered as a singleton.
MauiProgram.cs
using Microsoft.Extensions.Configuration;
using MultiLingual.Translator.Lib;
using Plugin.Maui.Audio;
namespace MultiLingual.Translator;
public static class MauiProgram
{
public static MauiApp CreateMauiApp()
{
var builder = MauiApp.CreateBuilder();
builder
.UseMauiApp<App>()
.ConfigureFonts(fonts =>
{
fonts.AddFont("OpenSans-Regular.ttf", "OpenSansRegular");
});
builder.Services.AddMauiBlazorWebView();
#if DEBUG
builder.Services.AddBlazorWebViewDeveloperTools();
#endif
builder.Services.AddSingleton(AudioManager.Current);
builder.Services.AddTransient<MainPage>();
builder.Services.AddScoped<IDetectLanguageUtil, DetectLanguageUtil>();
builder.Services.AddScoped<ITranslateUtil, TranslateUtil>();
builder.Services.AddScoped<ITextToSpeechUtil, TextToSpeechUtil>();
var config = new ConfigurationBuilder().AddJsonFile("appsettings.json").Build();
builder.Configuration.AddConfiguration(config);
return builder.Build();
}
}
Next up, let's look at the TextToSpeechUtil. This class, which is a service that does two things against the REST API of the text-to-speech Azure Cognitive AI service :
- Fetch an access token
- Synthesize text to speech
using Microsoft.Extensions.Configuration;
using MultiLingual.Translator.Lib.Models;
using System.Security;
using System.Text;
namespace MultiLingual.Translator.Lib
{
public class TextToSpeechUtil : ITextToSpeechUtil
{
public TextToSpeechUtil(IConfiguration configuration)
{
_configuration = configuration;
}
public async Task<TextToSpeechResult> GetSpeechFromText(string text, string language, TextToSpeechLanguage[] actorVoices, string? preferredVoiceActorId)
{
var result = new TextToSpeechResult();
result.Transcript = GetSpeechTextXml(text, language, actorVoices, preferredVoiceActorId, result);
result.ContentType = _configuration[TextToSpeechSpeechContentType];
result.OutputFormat = _configuration[TextToSpeechSpeechXMicrosoftOutputFormat];
result.UserAgent = _configuration[TextToSpeechSpeechUserAgent];
result.AvailableVoiceActorIds = ResolveAvailableActorVoiceIds(language, actorVoices);
result.LanguageCode = language;
string? token = await GetUpdatedToken();
HttpClient httpClient = GetTextToSpeechWebClient(token);
string ttsEndpointUrl = _configuration[TextToSpeechSpeechEndpoint];
var response = await httpClient.PostAsync(ttsEndpointUrl, new StringContent(result.Transcript, Encoding.UTF8, result.ContentType));
using (var memStream = new MemoryStream()) {
var responseStream = await response.Content.ReadAsStreamAsync();
responseStream.CopyTo(memStream);
result.VoiceData = memStream.ToArray();
}
return result;
}
private async Task<string?> GetUpdatedToken()
{
string? token = _token?.ToNormalString();
if (_lastTimeTokenFetched == null || DateTime.Now.Subtract(_lastTimeTokenFetched.Value).Minutes > 8)
{
token = await GetIssuedToken();
}
return token;
}
private HttpClient GetTextToSpeechWebClient(string? token)
{
var httpClient = new HttpClient();
httpClient.DefaultRequestHeaders.Authorization = new System.Net.Http.Headers.AuthenticationHeaderValue("Bearer", token);
httpClient.DefaultRequestHeaders.Add("X-Microsoft-OutputFormat", _configuration[TextToSpeechSpeechXMicrosoftOutputFormat]);
httpClient.DefaultRequestHeaders.Add("User-Agent", _configuration[TextToSpeechSpeechUserAgent]);
return httpClient;
}
private string GetSpeechTextXml(string text, string language, TextToSpeechLanguage[] actorVoices, string? preferredVoiceActorId, TextToSpeechResult result)
{
result.VoiceActorId = ResolveVoiceActorId(language, preferredVoiceActorId, actorVoices);
string speechXml = $@"
<speak version='1.0' xml:lang='en-US'>
<voice xml:lang='en-US' xml:gender='Male' name='Microsoft Server Speech Text to Speech Voice {result.VoiceActorId}'>
<prosody rate='1'>{text}</prosody>
</voice>
</speak>";
return speechXml;
}
private List<string> ResolveAvailableActorVoiceIds(string language, TextToSpeechLanguage[] actorVoices)
{
if (actorVoices?.Any() == true)
{
var voiceActorIds = actorVoices.Where(v => v.LanguageKey == language || v.LanguageKey.Split("-")[0] == language).SelectMany(v => v.VoiceActors).Select(v => v.VoiceId).ToList();
return voiceActorIds;
}
return new List<string>();
}
private string ResolveVoiceActorId(string language, string? preferredVoiceActorId, TextToSpeechLanguage[] actorVoices)
{
string actorVoiceId = "(en-AU, NatashaNeural)"; //default to a select voice actor id
if (actorVoices?.Any() == true)
{
var voiceActorsForLanguage = actorVoices.Where(v => v.LanguageKey == language || v.LanguageKey.Split("-")[0] == language).SelectMany(v => v.VoiceActors).Select(v => v.VoiceId).ToList();
if (voiceActorsForLanguage != null)
{
if (voiceActorsForLanguage.Any() == true)
{
var resolvedPreferredVoiceActorId = voiceActorsForLanguage.FirstOrDefault(v => v == preferredVoiceActorId);
if (!string.IsNullOrWhiteSpace(resolvedPreferredVoiceActorId))
{
return resolvedPreferredVoiceActorId!;
}
actorVoiceId = voiceActorsForLanguage.First();
}
}
}
return actorVoiceId;
}
private async Task<string> GetIssuedToken()
{
var httpClient = new HttpClient();
string? textToSpeechSubscriptionKey = Environment.GetEnvironmentVariable("AZURE_TEXT_SPEECH_SUBSCRIPTION_KEY", EnvironmentVariableTarget.Machine);
httpClient.DefaultRequestHeaders.Add(OcpApiSubscriptionKeyHeaderName, textToSpeechSubscriptionKey);
string tokenEndpointUrl = _configuration[TextToSpeechIssueTokenEndpoint];
var response = await httpClient.PostAsync(tokenEndpointUrl, new StringContent("{}"));
_token = (await response.Content.ReadAsStringAsync()).ToSecureString();
_lastTimeTokenFetched = DateTime.Now;
return _token.ToNormalString();
}
private const string OcpApiSubscriptionKeyHeaderName = "Ocp-Apim-Subscription-Key";
private const string TextToSpeechIssueTokenEndpoint = "TextToSpeechIssueTokenEndpoint";
private const string TextToSpeechSpeechEndpoint = "TextToSpeechSpeechEndpoint";
private const string TextToSpeechSpeechContentType = "TextToSpeechSpeechContentType";
private const string TextToSpeechSpeechUserAgent = "TextToSpeechSpeechUserAgent";
private const string TextToSpeechSpeechXMicrosoftOutputFormat = "TextToSpeechSpeechXMicrosoftOutputFormat";
private readonly IConfiguration _configuration;
private DateTime? _lastTimeTokenFetched = null;
private SecureString _token = null;
}
}
Let's look at the appsettings.json file. The Ocp-Apim-Subscription-Key is put into environment variable, this is a secret key you do not want to expose to avoid leaking a key an running costs for usage of service.
Appsettings.json
{
"TextToSpeechIssueTokenEndpoint": "https://norwayeast.api.cognitive.microsoft.com/sts/v1.0/issuetoken",
"TextToSpeechSpeechEndpoint": "https://norwayeast.tts.speech.microsoft.com/cognitiveservices/v1",
"TextToSpeechSpeechContentType": "application/ssml+xml",
"TextToSpeechSpeechUserAgent": "MultiLingualTranslatorBlazorDemo",
"TextToSpeechSpeechXMicrosoftOutputFormat": "audio-24khz-48kbitrate-mono-mp3"
}
Next up, I have gathered all the voice actor ids for languages in Azure Cognitive Services which have voice actor ids. Thesee are all the most known languages in the list of Azure about 150 supported languages, see the following json for an overview of voice actor ids.
For example, Norwegian language got three voice actors that are synthesized neural net trained AI voice actors for realistic speech synthesis.
[
{
"LanguageKey": "af-ZA",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "af-ZA-AdriNeural2",
"VoiceId": "(af-ZA, AdriNeural2)"
},
{
"IsFemale": false,
"VoiceActor": "af-ZA-WillemNeural2",
"VoiceId": "(af-ZA, WillemNeural2)"
}
]
},
{
"LanguageKey": "am-ET",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "am-ET-MekdesNeural2",
"VoiceId": "(am-ET, MekdesNeural2)"
},
{
"IsFemale": false,
"VoiceActor": "am-ET-AmehaNeural2",
"VoiceId": "(am-ET, AmehaNeural2)"
}
]
},
{
"LanguageKey": "ar-AE",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ar-AE-FatimaNeural",
"VoiceId": "(ar-AE, FatimaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ar-AE-HamdanNeural",
"VoiceId": "(ar-AE, HamdanNeural)"
}
]
},
{
"LanguageKey": "ar-BH",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ar-BH-LailaNeural",
"VoiceId": "(ar-BH, LailaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ar-BH-AliNeural",
"VoiceId": "(ar-BH, AliNeural)"
}
]
},
{
"LanguageKey": "ar-DZ",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ar-DZ-AminaNeural",
"VoiceId": "(ar-DZ, AminaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ar-DZ-IsmaelNeural",
"VoiceId": "(ar-DZ, IsmaelNeural)"
}
]
},
{
"LanguageKey": "ar-EG",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ar-EG-SalmaNeural",
"VoiceId": "(ar-EG, SalmaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ar-EG-ShakirNeural",
"VoiceId": "(ar-EG, ShakirNeural)"
}
]
},
{
"LanguageKey": "ar-IQ",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ar-IQ-RanaNeural",
"VoiceId": "(ar-IQ, RanaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ar-IQ-BasselNeural",
"VoiceId": "(ar-IQ, BasselNeural)"
}
]
},
{
"LanguageKey": "ar-JO",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ar-JO-SanaNeural",
"VoiceId": "(ar-JO, SanaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ar-JO-TaimNeural",
"VoiceId": "(ar-JO, TaimNeural)"
}
]
},
{
"LanguageKey": "ar-KW",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ar-KW-NouraNeural",
"VoiceId": "(ar-KW, NouraNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ar-KW-FahedNeural",
"VoiceId": "(ar-KW, FahedNeural)"
}
]
},
{
"LanguageKey": "ar-LB",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ar-LB-LaylaNeural",
"VoiceId": "(ar-LB, LaylaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ar-LB-RamiNeural",
"VoiceId": "(ar-LB, RamiNeural)"
}
]
},
{
"LanguageKey": "ar-LY",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ar-LY-ImanNeural",
"VoiceId": "(ar-LY, ImanNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ar-LY-OmarNeural",
"VoiceId": "(ar-LY, OmarNeural)"
}
]
},
{
"LanguageKey": "ar-MA",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ar-MA-MounaNeural",
"VoiceId": "(ar-MA, MounaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ar-MA-JamalNeural",
"VoiceId": "(ar-MA, JamalNeural)"
}
]
},
{
"LanguageKey": "ar-OM",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ar-OM-AyshaNeural",
"VoiceId": "(ar-OM, AyshaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ar-OM-AbdullahNeural",
"VoiceId": "(ar-OM, AbdullahNeural)"
}
]
},
{
"LanguageKey": "ar-QA",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ar-QA-AmalNeural",
"VoiceId": "(ar-QA, AmalNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ar-QA-MoazNeural",
"VoiceId": "(ar-QA, MoazNeural)"
}
]
},
{
"LanguageKey": "ar-SA",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ar-SA-ZariyahNeural",
"VoiceId": "(ar-SA, ZariyahNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ar-SA-HamedNeural",
"VoiceId": "(ar-SA, HamedNeural)"
}
]
},
{
"LanguageKey": "ar-SY",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ar-SY-AmanyNeural",
"VoiceId": "(ar-SY, AmanyNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ar-SY-LaithNeural",
"VoiceId": "(ar-SY, LaithNeural)"
}
]
},
{
"LanguageKey": "ar-TN",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ar-TN-ReemNeural",
"VoiceId": "(ar-TN, ReemNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ar-TN-HediNeural",
"VoiceId": "(ar-TN, HediNeural)"
}
]
},
{
"LanguageKey": "ar-YE",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ar-YE-MaryamNeural",
"VoiceId": "(ar-YE, MaryamNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ar-YE-SalehNeural",
"VoiceId": "(ar-YE, SalehNeural)"
}
]
},
{
"LanguageKey": "az-AZ",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "az-AZ-BanuNeural2",
"VoiceId": "(az-AZ, BanuNeural2)"
},
{
"IsFemale": false,
"VoiceActor": "az-AZ-BabekNeural2",
"VoiceId": "(az-AZ, BabekNeural2)"
}
]
},
{
"LanguageKey": "bg-BG",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "bg-BG-KalinaNeural",
"VoiceId": "(bg-BG, KalinaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "bg-BG-BorislavNeural",
"VoiceId": "(bg-BG, BorislavNeural)"
}
]
},
{
"LanguageKey": "bn-BD",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "bn-BD-NabanitaNeural2",
"VoiceId": "(bn-BD, NabanitaNeural2)"
},
{
"IsFemale": false,
"VoiceActor": "bn-BD-PradeepNeural2",
"VoiceId": "(bn-BD, PradeepNeural2)"
}
]
},
{
"LanguageKey": "bn-IN",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "bn-IN-TanishaaNeural2",
"VoiceId": "(bn-IN, TanishaaNeural2)"
},
{
"IsFemale": false,
"VoiceActor": "bn-IN-BashkarNeural2",
"VoiceId": "(bn-IN, BashkarNeural2)"
}
]
},
{
"LanguageKey": "bs-BA",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "bs-BA-VesnaNeural2",
"VoiceId": "(bs-BA, VesnaNeural2)"
},
{
"IsFemale": false,
"VoiceActor": "bs-BA-GoranNeural2",
"VoiceId": "(bs-BA, GoranNeural2)"
}
]
},
{
"LanguageKey": "ca-ES",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ca-ES-JoanaNeural",
"VoiceId": "(ca-ES, JoanaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ca-ES-EnricNeural",
"VoiceId": "(ca-ES, EnricNeural)"
},
{
"IsFemale": true,
"VoiceActor": "ca-ES-AlbaNeural",
"VoiceId": "(ca-ES, AlbaNeural)"
}
]
},
{
"LanguageKey": "cs-CZ",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "cs-CZ-VlastaNeural",
"VoiceId": "(cs-CZ, VlastaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "cs-CZ-AntoninNeural",
"VoiceId": "(cs-CZ, AntoninNeural)"
}
]
},
{
"LanguageKey": "cy-GB",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "cy-GB-NiaNeural2",
"VoiceId": "(cy-GB, NiaNeural2)"
},
{
"IsFemale": false,
"VoiceActor": "cy-GB-AledNeural2",
"VoiceId": "(cy-GB, AledNeural2)"
}
]
},
{
"LanguageKey": "da-DK",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "da-DK-ChristelNeural",
"VoiceId": "(da-DK, ChristelNeural)"
},
{
"IsFemale": false,
"VoiceActor": "da-DK-JeppeNeural",
"VoiceId": "(da-DK, JeppeNeural)"
}
]
},
{
"LanguageKey": "de-AT",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "de-AT-IngridNeural",
"VoiceId": "(de-AT, IngridNeural)"
},
{
"IsFemale": false,
"VoiceActor": "de-AT-JonasNeural",
"VoiceId": "(de-AT, JonasNeural)"
}
]
},
{
"LanguageKey": "de-CH",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "de-CH-LeniNeural",
"VoiceId": "(de-CH, LeniNeural)"
},
{
"IsFemale": false,
"VoiceActor": "de-CH-JanNeural",
"VoiceId": "(de-CH, JanNeural)"
}
]
},
{
"LanguageKey": "de-DE",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "de-DE-KatjaNeural",
"VoiceId": "(de-DE, KatjaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "de-DE-ConradNeural1",
"VoiceId": "(de-DE, ConradNeural1)"
},
{
"IsFemale": true,
"VoiceActor": "de-DE-AmalaNeural",
"VoiceId": "(de-DE, AmalaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "de-DE-BerndNeural",
"VoiceId": "(de-DE, BerndNeural)"
},
{
"IsFemale": false,
"VoiceActor": "de-DE-ChristophNeural",
"VoiceId": "(de-DE, ChristophNeural)"
},
{
"IsFemale": true,
"VoiceActor": "de-DE-ElkeNeural",
"VoiceId": "(de-DE, ElkeNeural)"
},
{
"IsFemale": true,
"VoiceActor": "de-DE-GiselaNeural",
"VoiceId": "(de-DE, GiselaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "de-DE-KasperNeural",
"VoiceId": "(de-DE, KasperNeural)"
},
{
"IsFemale": false,
"VoiceActor": "de-DE-KillianNeural",
"VoiceId": "(de-DE, KillianNeural)"
},
{
"IsFemale": true,
"VoiceActor": "de-DE-KlarissaNeural",
"VoiceId": "(de-DE, KlarissaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "de-DE-KlausNeural",
"VoiceId": "(de-DE, KlausNeural)"
},
{
"IsFemale": true,
"VoiceActor": "de-DE-LouisaNeural",
"VoiceId": "(de-DE, LouisaNeural)"
},
{
"IsFemale": true,
"VoiceActor": "de-DE-MajaNeural",
"VoiceId": "(de-DE, MajaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "de-DE-RalfNeural",
"VoiceId": "(de-DE, RalfNeural)"
},
{
"IsFemale": true,
"VoiceActor": "de-DE-SeraphinaNeural",
"VoiceId": "(de-DE, SeraphinaNeural)"
},
{
"IsFemale": true,
"VoiceActor": "de-DE-TanjaNeural",
"VoiceId": "(de-DE, TanjaNeural)"
}
]
},
{
"LanguageKey": "el-GR",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "el-GR-AthinaNeural",
"VoiceId": "(el-GR, AthinaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "el-GR-NestorasNeural",
"VoiceId": "(el-GR, NestorasNeural)"
}
]
},
{
"LanguageKey": "en-AU",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "en-AU-NatashaNeural",
"VoiceId": "(en-AU, NatashaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "en-AU-WilliamNeural",
"VoiceId": "(en-AU, WilliamNeural)"
},
{
"IsFemale": true,
"VoiceActor": "en-AU-AnnetteNeural",
"VoiceId": "(en-AU, AnnetteNeural)"
},
{
"IsFemale": true,
"VoiceActor": "en-AU-CarlyNeural",
"VoiceId": "(en-AU, CarlyNeural)"
},
{
"IsFemale": false,
"VoiceActor": "en-AU-DarrenNeural",
"VoiceId": "(en-AU, DarrenNeural)"
},
{
"IsFemale": false,
"VoiceActor": "en-AU-DuncanNeural",
"VoiceId": "(en-AU, DuncanNeural)"
},
{
"IsFemale": true,
"VoiceActor": "en-AU-ElsieNeural",
"VoiceId": "(en-AU, ElsieNeural)"
},
{
"IsFemale": true,
"VoiceActor": "en-AU-FreyaNeural",
"VoiceId": "(en-AU, FreyaNeural)"
},
{
"IsFemale": true,
"VoiceActor": "en-AU-JoanneNeural",
"VoiceId": "(en-AU, JoanneNeural)"
},
{
"IsFemale": false,
"VoiceActor": "en-AU-KenNeural",
"VoiceId": "(en-AU, KenNeural)"
},
{
"IsFemale": true,
"VoiceActor": "en-AU-KimNeural",
"VoiceId": "(en-AU, KimNeural)"
},
{
"IsFemale": false,
"VoiceActor": "en-AU-NeilNeural",
"VoiceId": "(en-AU, NeilNeural)"
},
{
"IsFemale": false,
"VoiceActor": "en-AU-TimNeural",
"VoiceId": "(en-AU, TimNeural)"
},
{
"IsFemale": true,
"VoiceActor": "en-AU-TinaNeural",
"VoiceId": "(en-AU, TinaNeural)"
}
]
},
{
"LanguageKey": "en-CA",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "en-CA-ClaraNeural",
"VoiceId": "(en-CA, ClaraNeural)"
},
{
"IsFemale": false,
"VoiceActor": "en-CA-LiamNeural",
"VoiceId": "(en-CA, LiamNeural)"
}
]
},
{
"LanguageKey": "en-GB",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "en-GB-SoniaNeural",
"VoiceId": "(en-GB, SoniaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "en-GB-RyanNeural",
"VoiceId": "(en-GB, RyanNeural)"
},
{
"IsFemale": true,
"VoiceActor": "en-GB-LibbyNeural",
"VoiceId": "(en-GB, LibbyNeural)"
},
{
"IsFemale": true,
"VoiceActor": "en-GB-AbbiNeural",
"VoiceId": "(en-GB, AbbiNeural)"
},
{
"IsFemale": false,
"VoiceActor": "en-GB-AlfieNeural",
"VoiceId": "(en-GB, AlfieNeural)"
},
{
"IsFemale": true,
"VoiceActor": "en-GB-BellaNeural",
"VoiceId": "(en-GB, BellaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "en-GB-ElliotNeural",
"VoiceId": "(en-GB, ElliotNeural)"
},
{
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{
"LanguageKey": "sr-RS",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "sr-RS-SophieNeural2",
"VoiceId": "(sr-RS, SophieNeural2)"
},
{
"IsFemale": false,
"VoiceActor": "sr-RS-NicholasNeural2",
"VoiceId": "(sr-RS, NicholasNeural2)"
}
]
},
{
"LanguageKey": "su-ID",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "su-ID-TutiNeural2",
"VoiceId": "(su-ID, TutiNeural2)"
},
{
"IsFemale": false,
"VoiceActor": "su-ID-JajangNeural2",
"VoiceId": "(su-ID, JajangNeural2)"
}
]
},
{
"LanguageKey": "sv-SE",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "sv-SE-SofieNeural",
"VoiceId": "(sv-SE, SofieNeural)"
},
{
"IsFemale": false,
"VoiceActor": "sv-SE-MattiasNeural",
"VoiceId": "(sv-SE, MattiasNeural)"
},
{
"IsFemale": true,
"VoiceActor": "sv-SE-HilleviNeural",
"VoiceId": "(sv-SE, HilleviNeural)"
}
]
},
{
"LanguageKey": "sw-KE",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "sw-KE-ZuriNeural2",
"VoiceId": "(sw-KE, ZuriNeural2)"
},
{
"IsFemale": false,
"VoiceActor": "sw-KE-RafikiNeural2",
"VoiceId": "(sw-KE, RafikiNeural2)"
}
]
},
{
"LanguageKey": "sw-TZ",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "sw-TZ-RehemaNeural",
"VoiceId": "(sw-TZ, RehemaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "sw-TZ-DaudiNeural",
"VoiceId": "(sw-TZ, DaudiNeural)"
}
]
},
{
"LanguageKey": "ta-IN",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ta-IN-PallaviNeural",
"VoiceId": "(ta-IN, PallaviNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ta-IN-ValluvarNeural",
"VoiceId": "(ta-IN, ValluvarNeural)"
}
]
},
{
"LanguageKey": "ta-LK",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ta-LK-SaranyaNeural",
"VoiceId": "(ta-LK, SaranyaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ta-LK-KumarNeural",
"VoiceId": "(ta-LK, KumarNeural)"
}
]
},
{
"LanguageKey": "ta-MY",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ta-MY-KaniNeural",
"VoiceId": "(ta-MY, KaniNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ta-MY-SuryaNeural",
"VoiceId": "(ta-MY, SuryaNeural)"
}
]
},
{
"LanguageKey": "ta-SG",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ta-SG-VenbaNeural",
"VoiceId": "(ta-SG, VenbaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ta-SG-AnbuNeural",
"VoiceId": "(ta-SG, AnbuNeural)"
}
]
},
{
"LanguageKey": "te-IN",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "te-IN-ShrutiNeural",
"VoiceId": "(te-IN, ShrutiNeural)"
},
{
"IsFemale": false,
"VoiceActor": "te-IN-MohanNeural",
"VoiceId": "(te-IN, MohanNeural)"
}
]
},
{
"LanguageKey": "th-TH",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "th-TH-PremwadeeNeural",
"VoiceId": "(th-TH, PremwadeeNeural)"
},
{
"IsFemale": false,
"VoiceActor": "th-TH-NiwatNeural",
"VoiceId": "(th-TH, NiwatNeural)"
},
{
"IsFemale": true,
"VoiceActor": "th-TH-AcharaNeural",
"VoiceId": "(th-TH, AcharaNeural)"
}
]
},
{
"LanguageKey": "tr-TR",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "tr-TR-EmelNeural",
"VoiceId": "(tr-TR, EmelNeural)"
},
{
"IsFemale": false,
"VoiceActor": "tr-TR-AhmetNeural",
"VoiceId": "(tr-TR, AhmetNeural)"
}
]
},
{
"LanguageKey": "uk-UA",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "uk-UA-PolinaNeural",
"VoiceId": "(uk-UA, PolinaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "uk-UA-OstapNeural",
"VoiceId": "(uk-UA, OstapNeural)"
}
]
},
{
"LanguageKey": "ur-IN",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ur-IN-GulNeural",
"VoiceId": "(ur-IN, GulNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ur-IN-SalmanNeural",
"VoiceId": "(ur-IN, SalmanNeural)"
}
]
},
{
"LanguageKey": "ur-PK",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "ur-PK-UzmaNeural",
"VoiceId": "(ur-PK, UzmaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "ur-PK-AsadNeural",
"VoiceId": "(ur-PK, AsadNeural)"
}
]
},
{
"LanguageKey": "uz-UZ",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "uz-UZ-MadinaNeural2",
"VoiceId": "(uz-UZ, MadinaNeural2)"
},
{
"IsFemale": false,
"VoiceActor": "uz-UZ-SardorNeural2",
"VoiceId": "(uz-UZ, SardorNeural2)"
}
]
},
{
"LanguageKey": "vi-VN",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "vi-VN-HoaiMyNeural",
"VoiceId": "(vi-VN, HoaiMyNeural)"
},
{
"IsFemale": false,
"VoiceActor": "vi-VN-NamMinhNeural",
"VoiceId": "(vi-VN, NamMinhNeural)"
}
]
},
{
"LanguageKey": "wuu-CN",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "wuu-CN-XiaotongNeural2",
"VoiceId": "(wuu-CN, XiaotongNeural2)"
},
{
"IsFemale": false,
"VoiceActor": "wuu-CN-YunzheNeural2",
"VoiceId": "(wuu-CN, YunzheNeural2)"
}
]
},
{
"LanguageKey": "yue-CN",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "yue-CN-XiaoMinNeural1,2",
"VoiceId": "(yue-CN, XiaoMinNeural1,2)"
},
{
"IsFemale": false,
"VoiceActor": "yue-CN-YunSongNeural1,2",
"VoiceId": "(yue-CN, YunSongNeural1,2)"
}
]
},
{
"LanguageKey": "zh-CN",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "zh-CN-XiaoxiaoNeural",
"VoiceId": "(zh-CN, XiaoxiaoNeural)"
},
{
"IsFemale": false,
"VoiceActor": "zh-CN-YunxiNeural",
"VoiceId": "(zh-CN, YunxiNeural)"
},
{
"IsFemale": false,
"VoiceActor": "zh-CN-YunjianNeural",
"VoiceId": "(zh-CN, YunjianNeural)"
},
{
"IsFemale": true,
"VoiceActor": "zh-CN-XiaoyiNeural",
"VoiceId": "(zh-CN, XiaoyiNeural)"
},
{
"IsFemale": false,
"VoiceActor": "zh-CN-YunyangNeural",
"VoiceId": "(zh-CN, YunyangNeural)"
},
{
"IsFemale": true,
"VoiceActor": "zh-CN-XiaochenNeural",
"VoiceId": "(zh-CN, XiaochenNeural)"
},
{
"IsFemale": true,
"VoiceActor": "zh-CN-XiaohanNeural",
"VoiceId": "(zh-CN, XiaohanNeural)"
},
{
"IsFemale": true,
"VoiceActor": "zh-CN-XiaomengNeural",
"VoiceId": "(zh-CN, XiaomengNeural)"
},
{
"IsFemale": true,
"VoiceActor": "zh-CN-XiaomoNeural",
"VoiceId": "(zh-CN, XiaomoNeural)"
},
{
"IsFemale": true,
"VoiceActor": "zh-CN-XiaoqiuNeural",
"VoiceId": "(zh-CN, XiaoqiuNeural)"
},
{
"IsFemale": true,
"VoiceActor": "zh-CN-XiaoruiNeural",
"VoiceId": "(zh-CN, XiaoruiNeural)"
},
{
"IsFemale": true,
"VoiceActor": "zh-CN-XiaoshuangNeural",
"VoiceId": "(zh-CN, XiaoshuangNeural)"
},
{
"IsFemale": true,
"VoiceActor": "zh-CN-XiaoxuanNeural",
"VoiceId": "(zh-CN, XiaoxuanNeural)"
},
{
"IsFemale": true,
"VoiceActor": "zh-CN-XiaoyanNeural",
"VoiceId": "(zh-CN, XiaoyanNeural)"
},
{
"IsFemale": true,
"VoiceActor": "zh-CN-XiaoyouNeural",
"VoiceId": "(zh-CN, XiaoyouNeural)"
},
{
"IsFemale": true,
"VoiceActor": "zh-CN-XiaozhenNeural",
"VoiceId": "(zh-CN, XiaozhenNeural)"
},
{
"IsFemale": false,
"VoiceActor": "zh-CN-YunfengNeural",
"VoiceId": "(zh-CN, YunfengNeural)"
},
{
"IsFemale": false,
"VoiceActor": "zh-CN-YunhaoNeural",
"VoiceId": "(zh-CN, YunhaoNeural)"
},
{
"IsFemale": false,
"VoiceActor": "zh-CN-YunxiaNeural",
"VoiceId": "(zh-CN, YunxiaNeural)"
},
{
"IsFemale": false,
"VoiceActor": "zh-CN-YunyeNeural",
"VoiceId": "(zh-CN, YunyeNeural)"
},
{
"IsFemale": false,
"VoiceActor": "zh-CN-YunzeNeural",
"VoiceId": "(zh-CN, YunzeNeural)"
},
{
"IsFemale": true,
"VoiceActor": "zh-CN-XiaorouNeural1",
"VoiceId": "(zh-CN, XiaorouNeural1)"
},
{
"IsFemale": false,
"VoiceActor": "zh-CN-YunjieNeural1",
"VoiceId": "(zh-CN, YunjieNeural1)"
}
]
},
{
"LanguageKey": "zh-CN-GUANGXI",
"VoiceActors": [
{
"IsFemale": false,
"VoiceActor": "zh-CN-guangxi-YunqiNeural1,2",
"VoiceId": "(zh-CN, guangxi)"
}
]
},
{
"LanguageKey": "zh-CN-henan",
"VoiceActors": [
{
"IsFemale": false,
"VoiceActor": "zh-CN-henan-YundengNeural2",
"VoiceId": "(zh-CN, henan)"
}
]
},
{
"LanguageKey": "zh-CN-liaoning",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "zh-CN-liaoning-XiaobeiNeural1,2",
"VoiceId": "(zh-CN, liaoning)"
},
{
"IsFemale": false,
"VoiceActor": "zh-CN-liaoning-YunbiaoNeural1,2",
"VoiceId": "(zh-CN, liaoning)"
}
]
},
{
"LanguageKey": "zh-CN-shaanxi",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "zh-CN-shaanxi-XiaoniNeural1,2",
"VoiceId": "(zh-CN, shaanxi)"
}
]
},
{
"LanguageKey": "zh-CN-shandong",
"VoiceActors": [
{
"IsFemale": false,
"VoiceActor": "zh-CN-shandong-YunxiangNeural2",
"VoiceId": "(zh-CN, shandong)"
}
]
},
{
"LanguageKey": "zh-CN-sichuan",
"VoiceActors": [
{
"IsFemale": false,
"VoiceActor": "zh-CN-sichuan-YunxiNeural1,2",
"VoiceId": "(zh-CN, sichuan)"
}
]
},
{
"LanguageKey": "zh-HK",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "zh-HK-HiuMaanNeural",
"VoiceId": "(zh-HK, HiuMaanNeural)"
},
{
"IsFemale": false,
"VoiceActor": "zh-HK-WanLungNeural",
"VoiceId": "(zh-HK, WanLungNeural)"
},
{
"IsFemale": true,
"VoiceActor": "zh-HK-HiuGaaiNeural",
"VoiceId": "(zh-HK, HiuGaaiNeural)"
}
]
},
{
"LanguageKey": "zh-TW",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "zh-TW-HsiaoChenNeural",
"VoiceId": "(zh-TW, HsiaoChenNeural)"
},
{
"IsFemale": false,
"VoiceActor": "zh-TW-YunJheNeural",
"VoiceId": "(zh-TW, YunJheNeural)"
},
{
"IsFemale": true,
"VoiceActor": "zh-TW-HsiaoYuNeural",
"VoiceId": "(zh-TW, HsiaoYuNeural)"
}
]
},
{
"LanguageKey": "zu-ZA",
"VoiceActors": [
{
"IsFemale": true,
"VoiceActor": "zu-ZA-ThandoNeural2",
"VoiceId": "(zu-ZA, ThandoNeural2)"
},
{
"IsFemale": false,
"VoiceActor": "zu-ZA-ThembaNeural2",
"VoiceId": "(zu-ZA, ThembaNeural2)"
}
]
}
]
private async Task<TextToSpeechLanguage[]> GetActorVoices()
{
//https://learn.microsoft.com/en-us/azure/ai-services/speech-service/language-support?tabs=tts
Stream actorVoicesStream = await FileSystem.OpenAppPackageFileAsync("voicebook.json");
using StreamReader sr = new StreamReader(actorVoicesStream);
string actorVoicesJson = string.Empty;
string line;
while ((line = sr.ReadLine()) != null)
{
//Console.WriteLine(line);
actorVoicesJson += line;
}
var actorVoices = JsonSerializer.Deserialize<TextToSpeechLanguage[]>(actorVoicesJson);
return actorVoices;
}
private async void SpeakText()
{
await Submit();
var actorVoices = await GetActorVoices();
TextToSpeechResult textToSpeechResult = await TextToSpeechUtil.GetSpeechFromText(Model.TranslatedText, Model.TargetLanguage, actorVoices, Model.PreferredVoiceActorId);
Model.ActiveVoiceActorId = textToSpeechResult.VoiceActorId;
Model.Transcript = textToSpeechResult.Transcript;
Model.AvailableVoiceActorIds = textToSpeechResult.AvailableVoiceActorIds;
Model.AdditionalVoiceDataMetaInformation = $"Byte size voice data: {textToSpeechResult?.VoiceData?.Length}, Audio output format: {textToSpeechResult.OutputFormat}";
var voiceFolder = Path.Combine(FileSystem.Current.AppDataDirectory, "Resources", "Raw");
if (!Directory.Exists(voiceFolder))
{
Directory.CreateDirectory(voiceFolder);
}
string voiceFile = "textToSpeechVoiceOutput_" + Model.TargetLanguage + Guid.NewGuid().ToString("N") + ".mpga";
string voiceRelativeFile = Path.Combine(voiceFile);
string voiceFileFullPath = Path.Combine(voiceFolder, voiceFile);
await File.WriteAllBytesAsync(voiceFileFullPath, textToSpeechResult.VoiceData);
Stream voiceStream = File.OpenRead(voiceFileFullPath);
StateHasChanged();
var player = AudioManager.CreatePlayer(voiceStream);
player.Play();
}
A screenshot shows how the DEMO app now looks like. You can translate text into other language and then have speech synthesis in Azure AI Cognitive Service generate a realistic audio speech of the translated text so you can also see how the text not only is translated, but also pronounced.
The demo uses Azure AI Healthcare information extraction to extract entities of the text, such as a person's age, gender, employment and medical history and condition such as diagnosises, procedures and so on.
The returned data in the demo is shown at the bottom of the demo, the raw data shows it is in the format as a json and in a FHIR format. Since we want FHIR format, we must use the REST api to get this information.
Azure AI Healthcare information also extracts relations, which is connecting the entities together for semantic analysis of the text. Also, links exist for each entity for further reading.
These are external systems such as Snomed CT and Snomed codes for each entity.
Let's look at the source code for the demo next.
We define a named http client in the MauiProgram.cs file which starts the application. We could move the code into a middleware extension method, but the code is kept simple in the demo.
The demo allows you to upload a picture (supported formats are .jpeg, .jpg and .png, but Azure AI Image Analyzer supports a lot of other image formats too).
The demo shows a preview of the selected image and to the right an image of bounding boxes of objects in the image. A list of tags extracted from the image are also shown. Raw data from the Azure Image Analyzer
service is shown in the text box area below the pictures, with a list of tags to the right.
The demo is written with .NET Maui Blazor and .NET 6.
Let us look at some code for making this demo.
ImageSaveService.cs
