Datasets:

ArXiv:
License:
denisko's picture
cnanged dir structure and removed features file
3e77472
package soe.v20180724;
import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Paths;
import java.util.Arrays;
import java.util.UUID;
import com.tencentcloudapi.soe.v20180724.models.*;
import com.tencentcloudapi.soe.v20180724.SoeClient;
import com.tencentcloudapi.common.Credential;
import com.tencentcloudapi.common.exception.TencentCloudSDKException;
import com.tencentcloudapi.common.profile.HttpProfile;
import com.tencentcloudapi.common.profile.ClientProfile;
/**
* 运行步骤:
* 1 下载测试音频数据到本地
* bike.mp3: https://soe-common-1255701415.cos.ap-guangzhou.myqcloud.com/bike.mp3
* cn.mp3: https://soe-common-1255701415.cos.ap-guangzhou.myqcloud.com/cn.mp3
* Rex was a big dog.wav : https://soe-common-1255701415.cos.ap-guangzhou.myqcloud.com/Rex%20was%20a%20big%20dog.wav
* I see sixteen eggs and eighteen apples.wav : https://soe-common-1255701415.cos.ap-guangzhou.myqcloud.com/I%20see%20sixteen%20eggs%20and%20eighteen%20apples.wav
* 2 配置测试音频数据目录常量 AUDIO_FOR_ONCE、AUDIO_FOR_CN、AUDIO_FOR_SEQ、AUDIO_FOR_ASYNC 为音频下载目录
* 3 修改密钥常量 SECRET_ID、SECRET_KEY 为腾讯云帐号密钥
* 4 运行示例程序
*/
public class EvaluationExamples {
public static final String REGION = "ap-beijing";
public static final String END_POINT = "soe.ap-beijing.tencentcloudapi.com";
public static final String SECRET_ID = "";
public static final String SECRET_KEY = "";
public static final int EVAL_MODE_WORD = 0;
public static final int EVAL_MODE_SENTENCE = 1;
public static final int EVAL_MODE_PARA = 2;
public static final int EVAL_MODE_FREETALK = 3;
public static final int WORK_MODE_STREAM = 0;
public static final int WORK_MODE_ONCE = 1;
public static final int MP3 = 3;
public static final int WAV = 2;
public static final int RAW = 1;
public static final int CN = 1;
public static final int EN = 0;
public static final int PKG_SIZE = 16 * 1024;
public static final String FINISHED = "Finished";
public static final String FAILED = "Failed";
public static final String EVALUATING = "Evaluating";
/*
* 测试音频下载地址
* bike.mp3: https://soe-common-1255701415.cos.ap-guangzhou.myqcloud.com/bike.mp3
* cn.mp3: https://soe-common-1255701415.cos.ap-guangzhou.myqcloud.com/cn.mp3
* Rex was a big dog.wav : https://soe-common-1255701415.cos.ap-guangzhou.myqcloud.com/Rex%20was%20a%20big%20dog.wav
* I see sixteen eggs and eighteen apples.wav : https://soe-common-1255701415.cos.ap-guangzhou.myqcloud.com/I%20see%20sixteen%20eggs%20and%20eighteen%20apples.wav
*
*/
public static final String AUDIO_FOR_ONCE = "./bike.mp3";
public static final String AUDIO_FOR_CN = "./cn.mp3";
public static final String AUDIO_FOR_SEQ = "Rex was a big dog.wav";
public static final String AUDIO_FOR_ASYNC = "./I see sixteen eggs and eighteen apples.wav";
public static String getSessionId() {
// sessionID 保证唯一性,建议使用时间戳加随机数或者直接使用 uuid
String sessionId = UUID.randomUUID().toString().replaceAll("-", "");
return sessionId;
}
/**
* 过长文本转段落模式重试的初始化请求
* @param client
* @param req
* @return
* @throws TencentCloudSDKException
*/
public static InitOralProcessResponse InitWithRetry(SoeClient client, InitOralProcessRequest req) throws TencentCloudSDKException {
if (req == null) {
return null;
}
if (client == null) {
return null;
}
try {
InitOralProcessResponse resp = client.InitOralProcess(req);
return resp;
} catch (TencentCloudSDKException e) {
// 长字符串采用段落模式,可以根据业务情景修改重试策略
if (e.getMessage().indexOf("InvalidParameterValue.RefTxtTooLang") >= 0) {
if (req.getEvalMode() == EVAL_MODE_WORD || req.getEvalMode() == EVAL_MODE_SENTENCE) {
req.setEvalMode(EVAL_MODE_PARA);
return client.InitOralProcess(req);
}
}
throw e;
}
}
/**
* 当网络错误导致参数缺失重试数据传输请求
* @param client
* @param req
* @return
* @throws TencentCloudSDKException
*/
public static TransmitOralProcessResponse TransmitWithRetry(SoeClient client,TransmitOralProcessRequest req) throws TencentCloudSDKException {
if (req == null) {
return null;
}
if (client == null) {
return null;
}
try {
TransmitOralProcessResponse resp = client.TransmitOralProcess(req);
return resp;
} catch (TencentCloudSDKException e) {
// 避免网络丢包数据,可以根据业务情景修改重试策略
if (e.getMessage().indexOf("MissingParameter") >= 0){
TransmitOralProcessResponse resp = client.TransmitOralProcess(req);
return resp;
}
throw e;
}
}
/**
* 一次性评估示例,用于较短时间音频的评估,例如单词或者短句,评估一次性发布所有音频数据
*
* @param client
*/
public static void EvaluationOnce(SoeClient client) {
System.out.println("----------一次性评估示例------------");
String sessionId = getSessionId();
InitOralProcessRequest req = new InitOralProcessRequest();
//设置初始化,参数详情可见官方文档
req.setSessionId(sessionId);
req.setEvalMode(EVAL_MODE_WORD);
req.setRefText("bike");
req.setStorageMode(1);
// 设置为流式评估
req.setWorkMode(WORK_MODE_ONCE);
req.setScoreCoeff(1.0f);
try {
InitOralProcessResponse resp = InitWithRetry(client,req);
System.out.println("初始化返回结果:");
System.out.println(InitOralProcessRequest.toJsonString(resp));
} catch (Exception e) {
System.out.println(e.toString());
return;
}
TransmitOralProcessRequest transReq = new TransmitOralProcessRequest();
transReq.setSessionId(sessionId);
transReq.setVoiceEncodeType(1);
transReq.setVoiceFileType(MP3);
try {
byte[] buf = Files.readAllBytes(Paths.get(AUDIO_FOR_ONCE));
String base64Str = new sun.misc.BASE64Encoder().encode(buf);
//String base64Str = Base64.getEncoder().encodeToString(buf);
transReq.setUserVoiceData(base64Str);
transReq.setSeqId(1);
transReq.setIsEnd(1);
TransmitOralProcessResponse transResp = TransmitWithRetry(client,transReq);
System.out.println(transResp.getStatus());
System.out.println(TransmitOralProcessResponse.toJsonString(transResp));
} catch (Exception e) {
System.out.println(e.toString());
return;
}
}
/**
* 中文评估示例,除了init参数 ServerType 以外,和英文评估完全一样
*
* @param client
*/
public static void EvaluationCn(SoeClient client) {
System.out.println("----------中文评估示例------------");
String sessionId = getSessionId();
InitOralProcessRequest req = new InitOralProcessRequest();
//设置初始化,参数详情可见官方文档
req.setSessionId(sessionId);
req.setEvalMode(EVAL_MODE_SENTENCE);
req.setRefText("轻轻的我走了,正如我轻轻的来");
// 设置为流式评估
req.setWorkMode(WORK_MODE_ONCE);
req.setServerType(CN);
req.setScoreCoeff(1.0f);
try {
InitOralProcessResponse resp = InitWithRetry(client,req);
System.out.println("初始化返回结果:");
System.out.println(InitOralProcessRequest.toJsonString(resp));
} catch (Exception e) {
System.out.println(e.toString());
return;
}
// 传输音频数据到评估服务
TransmitOralProcessRequest transReq = new TransmitOralProcessRequest();
transReq.setSessionId(sessionId);
transReq.setVoiceEncodeType(1);
transReq.setVoiceFileType(MP3);
try {
byte[] buf = Files.readAllBytes(Paths.get(AUDIO_FOR_CN));
String base64Str = new sun.misc.BASE64Encoder().encode(buf);
transReq.setUserVoiceData(base64Str);
transReq.setSeqId(1);
transReq.setIsEnd(1);
TransmitOralProcessResponse transResp = TransmitWithRetry(client,transReq);
System.out.println(TransmitOralProcessResponse.toJsonString(transResp));
} catch (Exception e) {
System.out.println(e.toString());
return;
}
}
/**
* 流式分片传输评估示例,中等长度的音频或者边录边传模式,将音频分片传输到评估服务
*
* @param client
*/
public static void EvaluationMutipleSeq(SoeClient client) {
System.out.println("----------流式评估示例------------");
String sessionId = getSessionId();
InitOralProcessRequest req = new InitOralProcessRequest();
//设置初始化,参数详情可见官方文档
req.setSessionId(sessionId);
req.setEvalMode(EVAL_MODE_SENTENCE);
req.setRefText("Rex was a big dog.");
req.setWorkMode(WORK_MODE_STREAM);
req.setScoreCoeff(3.5f);
req.setIsAsync(1);
try {
InitOralProcessResponse resp = InitWithRetry(client,req);
System.out.println("初始化返回结果:");
System.out.println(InitOralProcessRequest.toJsonString(resp));
} catch (Exception e) {
System.out.println(e.toString());
return;
}
// 获取所有音频数据
byte[] data;
try {
data = Files.readAllBytes(Paths.get(AUDIO_FOR_SEQ));
} catch (IOException e) {
e.printStackTrace();
return;
}
// 分片传输数据
int pkgNum = (int) Math.ceil((double) data.length / PKG_SIZE);
for (int i = 1; i <= pkgNum; i++) {
int lastIndex = i * PKG_SIZE;
if (i == pkgNum) {
lastIndex = data.length;
}
byte[] buf = Arrays.copyOfRange(data, (i - 1) * PKG_SIZE, lastIndex);
try {
TransmitOralProcessRequest transReq = new TransmitOralProcessRequest();
String base64Str = new sun.misc.BASE64Encoder().encode(buf);
transReq.setUserVoiceData(base64Str);
transReq.setSessionId(sessionId);
transReq.setVoiceEncodeType(1);
transReq.setVoiceFileType(WAV);
transReq.setSeqId(i);
if (i == pkgNum) {
transReq.setIsEnd(1);
} else {
transReq.setIsEnd(0);
}
TransmitOralProcessResponse transResp = TransmitWithRetry(client,transReq);
System.out.println(TransmitOralProcessResponse.toJsonString(transResp));
} catch (TencentCloudSDKException e) {
System.out.println(e.toString());
return;
}
}
// 评估结束或者评估超时可以查询评估结果
TransmitOralProcessRequest transReq = new TransmitOralProcessRequest();
transReq.setSessionId(sessionId);
transReq.setVoiceEncodeType(1);
transReq.setVoiceFileType(WAV);
try {
transReq.setUserVoiceData("");
transReq.setSeqId(0);
transReq.setIsEnd(0);
transReq.setIsQuery(1);
TransmitOralProcessResponse transResp = TransmitWithRetry(client,transReq);
System.out.println("查询结果:");
System.out.println(TransmitOralProcessResponse.toJsonString(transResp));
} catch (Exception e) {
System.out.println(e.toString());
return;
}
}
/**
* 异步评估示例,较长音频的评估,短时间内获取不了结果(评估时间超过 20s ),采用异步模式,主动轮询评估服务得到评估结果,可用于段落或者离线评估
*
* @param client
*/
public static void EvaluationAsync(SoeClient client) {
System.out.println("----------异步评估示例------------");
String sessionId = getSessionId();
InitOralProcessRequest req = new InitOralProcessRequest();
//设置初始化,参数详情可见官方文档
req.setSessionId(sessionId);
req.setEvalMode(EVAL_MODE_SENTENCE);
req.setRefText("I see sixteen eggs and eighteen apples.wav");
req.setWorkMode(WORK_MODE_STREAM);
req.setScoreCoeff(3.5f);
req.setIsAsync(1);
try {
InitOralProcessResponse resp = InitWithRetry(client,req);
System.out.println("初始化返回结果:");
System.out.println(InitOralProcessRequest.toJsonString(resp));
} catch (Exception e) {
System.out.println(e.toString());
return;
}
// 获取所有音频数据
byte[] data = null;
try {
data = Files.readAllBytes(Paths.get(AUDIO_FOR_ASYNC));
} catch (IOException e) {
e.printStackTrace();
return;
}
TransmitOralProcessResponse transResp;
int pkgNum = (int) Math.ceil((double) data.length / PKG_SIZE);
for (int i = 1; i <= pkgNum; i++) {
int lastIndex = i * PKG_SIZE;
if (i == pkgNum) {
lastIndex = data.length;
}
byte[] buf = Arrays.copyOfRange(data, (i - 1) * PKG_SIZE, lastIndex);
try {
TransmitOralProcessRequest transReq = new TransmitOralProcessRequest();
String base64Str = new sun.misc.BASE64Encoder().encode(buf);
transReq.setUserVoiceData(base64Str);
transReq.setSessionId(sessionId);
transReq.setVoiceEncodeType(1);
transReq.setVoiceFileType(WAV);
transReq.setSeqId(i);
if (i == pkgNum) {
transReq.setIsEnd(1);
} else {
transReq.setIsEnd(0);
}
transResp = TransmitWithRetry(client,transReq);
System.out.println(TransmitOralProcessResponse.toJsonString(transResp));
if (transResp.getStatus().equals(FINISHED) || transResp.getStatus().equals(FAILED)) {
return;
}
} catch (TencentCloudSDKException e) {
System.out.println(e.toString());
return;
}
}
//查询结果
for (int i = 0; i < 100; i++) {
TransmitOralProcessRequest transReq = new TransmitOralProcessRequest();
transReq.setSessionId(sessionId);
transReq.setVoiceEncodeType(1);
transReq.setVoiceFileType(WAV);
try {
transReq.setUserVoiceData("");
transReq.setSeqId(0);
transReq.setIsEnd(0);
//设置为查询标识
transReq.setIsQuery(1);
transResp = TransmitWithRetry(client,transReq);
System.out.println("查询结果:");
System.out.println(TransmitOralProcessResponse.toJsonString(transResp));
if (transResp.getStatus().equals(FINISHED) || transResp.getStatus().equals(FAILED)) {
System.out.println("exit");
return;
}
Thread.sleep(10000);
} catch (Exception e) {
System.out.println(e.toString());
return;
}
}
}
/**
* 中文评估示例,除了init参数 ServerType 以外,和英文评估完全一样
*
* @param client
*/
public static void EvaluationTransWithInit(SoeClient client) {
System.out.println("----------TransWithInit------------");
String sessionId = getSessionId();
TransmitOralProcessWithInitRequest req = new TransmitOralProcessWithInitRequest();
//设置初始化,参数详情可见官方文档
req.setSessionId(sessionId);
req.setEvalMode(EVAL_MODE_WORD);
req.setRefText("bike");
// 设置为流式评估
req.setWorkMode(WORK_MODE_ONCE);
req.setServerType(EN);
req.setScoreCoeff(1.0f);
req.setVoiceEncodeType(1);
req.setVoiceFileType(MP3);
try {
byte[] buf = Files.readAllBytes(Paths.get(AUDIO_FOR_ONCE));
String base64Str = new sun.misc.BASE64Encoder().encode(buf);
req.setUserVoiceData(base64Str);
req.setSeqId(1);
req.setIsEnd(1);
TransmitOralProcessWithInitResponse transResp = client.TransmitOralProcessWithInit(req);
System.out.println(TransmitOralProcessResponse.toJsonString(transResp));
} catch (Exception e) {
System.out.println(e.toString());
return;
}
}
public static void main(String[] args) {
Credential cred = new Credential(SECRET_ID, SECRET_KEY);
HttpProfile httpProfile = new HttpProfile();
/**
* 设置访问域名,如果需要就近部署,可以使用 soe-tencentcloudapi.com, 腾讯云将根据访问的地域解析到合适的服务器上,如果调用服务已确定地域,如华南地区
* 可以直接使用地域域名,加快访问速度
*/
httpProfile.setEndpoint(END_POINT);
ClientProfile clientProfile = new ClientProfile();
clientProfile.setHttpProfile(httpProfile);
SoeClient client = new SoeClient(cred, REGION, clientProfile);
EvaluationOnce(client);
EvaluationCn(client);
EvaluationMutipleSeq(client);
EvaluationAsync(client);
EvaluationTransWithInit(client);
}
}