IBM Watson Speech对大文件的文本处理

时间:2015-10-14 14:22:19

标签: ibm-cloud speech-to-text ibm-watson

我一直在尝试使用BlueMix SpeechToText Java库,特别是com.ibm.watson.developer_cloud.speech_to_text.v1中的SpeechToText类。

我有很长的wav文件,我想将其转换为文本。文件大约是70MB。目标是使用java API(http://www.ibm.com/smarterplanet/us/en/ibmwatson/developercloud/speech-to-text/api/v1/?java#recognize)来识别文本。我意识到自翻译结束后我需要每隔30秒检查一次呼叫的状态,我只有30秒的时间来检索最终结果。

为了在使用RESTful API时这样做,我需要创建一个会话,然后将我的搜索引擎绑定到所述会话,以便我可以查询在会话上运行的作业的状态。

我尝试创建会话但会话永远不可用。我已经验证它似乎适用于提供的webapp(https://stream.watsonplatform.net/speech-to-text/api/v1/sessions?Method=GET)。

此外,我尝试编写自己的客户端,我试图设置从会话创建中检索到的cookie,但也没有用。

我还尝试通过安全的websockets进行连接,但无法实现成功的连接。

以下是我一直使用的一些示例代码。

有什么想法吗?

public class Speech2Text extends WatsonService {
private static final Logger logger = LoggerFactory           .getLogger(Speech2Text.class);
public static void main(String[] args) throws FileNotFoundException,           UnsupportedEncodingException, InterruptedException {
    Speech2Text s2t = new Speech2Text();
    s2t.httpClient();
    // try {
    // s2t.webSocketClient();
    // } catch (URISyntaxException e) {
    // TODO Auto-generated catch block
    // e.printStackTrace();
    // } catch (IOException e) {
    // TODO Auto-generated catch block
    // e.printStackTrace();
    // }
}
public void httpClient() throws FileNotFoundException,UnsupportedEncodingException {
    logger.info("Running http client");
    final Stopwatch stopwatch = Stopwatch.createStarted();
    SpeechToText service = new SpeechToText();
    service.setUsernameAndPassword("XXXXXX","XXXXX");
    List<SpeechModel> models = service.getModels();
    for (SpeechModel model : models) {
        logger.info(model.getName());
    }
    SpeechSession session = service.createSession("en-US_NarrowbandModel");
    System.out.println(session.toString());
    SessionStatus status = service.getRecognizeStatus(session);
    logger.info(status.getModel());
    logger.info(service.getEndPoint());
    File audio = new File("/home/baaron/watson-bluemix/answer_06.wav");
    Map params = new HashMap();
    params.put("audio", audio);
    params.put("content_type", "audio/wav");
    params.put("continuous", "true");
    params.put("session_id", session.getSessionId());
    logger.info(service.getEndPoint());
    SpeechResults transcript = service.recognize(params);
    PrintWriter writer = new PrintWriter("/home/baaron/watson-bluemix/PCCJPApart1test.transcript",   "UTF-8");
    writer.println(transcript.toString());
    SessionStatus status1 = service.getRecognizeStatus(session.getSessionId());
    System.out.println(status1);
    service.deleteSession(session.getSessionId());
    writer.close();
    stopwatch.stop();
    logger.info("Processing took: " + stopwatch + ".");
}
public void webSocketClient() throws URISyntaxException, IOException,
        InterruptedException {
    logger.info("Running web socket client");
    String encoding = new String(Base64.encodeBase64String("XXXXXXXXXX".getBytes()));
    HttpPost httppost = new HttpPost(                "https://stream.watsonplatform.net/authorization/api/v1/token?url=https://stream.watsonplatform.net/speech-to-text/api");
    httppost.setHeader("Authorization", "Basic " + encoding);
    System.out.println("executing request " + httppost.getRequestLine());
    DefaultHttpClient httpclient = new DefaultHttpClient();
    HttpResponse response = httpclient.execute(httppost);
    HttpEntity entity = response.getEntity();
    logger.info(response.getStatusLine().getReasonPhrase());
    WebSocketImpl.DEBUG = true;
    BufferedReader reader = new BufferedReader(new InputStreamReader(                entity.getContent()));
    StringBuilder out = new StringBuilder();
    String line;
    while ((line = reader.readLine()) != null) {
        out.append(line);
    }
    String token = out.toString();
    final WebSocketClient client = new WebSocketClient(
            new URI("wss://stream.watsonplatform.net/speech-to-text-beta/api/v1/recognize?watson-token=" + token)) {
        @Override
        public void onMessage(String message) {
            JSONObject obj = new JSONObject(message);
            // String channel = obj.getString("channel");
        }
        @Override
        public void onOpen(ServerHandshake handshake) {
            System.out.println("opened connection");
        }
        @Override
        public void onClose(int code, String reason, boolean remote) {
            System.out.println("closed connection");
        }
        @Override
        public void onError(Exception ex) {
            ex.printStackTrace();
        }
    };
    // open websocket
    SSLContext sslContext = null;
    try {
        sslContext = SSLContext.getInstance("TLS");
        sslContext.init(null, null, null); 
    } catch (NoSuchAlgorithmException e) {
        e.printStackTrace();
    } catch (KeyManagementException e) {
        e.printStackTrace();
    }
    client.setWebSocketFactory(new DefaultSSLWebSocketClientFactory(
            sslContext));
    logger.info("CONNECTED: " + client.connectBlocking());
    JSONObject obj = new JSONObject();
    obj.put("action", "start");
    obj.put("content-type", "audio/wav");
    client.send(obj.toString());
    logger.info("Done");
  }
} 

2 个答案:

答案 0 :(得分:3)

https://stream.watsonplatform.net/speech-to-text/api/v1/sessions上进行GET不会列出您的会话,即使这些会话已创建。

检查您是否有会话的方法是在https://stream.watsonplatform.net/speech-to-text/api/v1/sessions/yourSessionId

上进行GET

如果会话在那里,您将获得200响应,否则为404.请记住为此启用cookie。

答案 1 :(得分:0)

如果你想要的是转录音频文件,你可以这样做:

<dependency>
  <groupId>com.ibm.watson.developer_cloud</groupId>
  <artifactId>java-sdk</artifactId>
  <version>3.8.0</version>
</dependency>

确保使用最新版本的Java SDK。

的Maven

compile 'com.ibm.watson.developer_cloud:java-sdk:3.8.0'

摇篮

#ifndef TREE_H
#define TREE_H

#include <algorithm>

class TreeNode {
  private:
    int key;
    TreeNode *left;
    TreeNode *right;

  public:
    TreeNode(int key);
    void insert(int key);
    void display(TreeNode *p, int lvl);
    void preOrder();
    void inOrder();
    void postOrder();

    int  size();
    int  height();
};

class Tree {
  private:
    TreeNode *root;
  public:
    Tree();
    Tree(int *a, int n);
    void insert(int key);
    void preOrder();
    void inOrder();
    void postOrder();
    void display(TreeNode *p);
    int  size();
    int  height();
};

void TreeNode::display(TreeNode *p, int lvl){
    if (p!=NULL){
        if (p->left)  display(p->left,  lvl + 4);
        if (p->right) display(p->right, lvl + 4);
    if (lvl) {
        std::cout << std::setw(lvl) << ' ';
    }
    cout << p->key << "\n";
    } 
}

void Tree::display(TreeNode *p){
    if (p!=NULL){
        return display(p,0);
}