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DUHÉ, Circuit Judge: After a three week jury trial, including the testimony of over 100 witnesses, Appellants Glenn Metz, Danielle Bernard Metz, Noah Moore, Jr. (Moore), Gerald Elwood (Elwood), Gennero Arthur (Arthur), Mario Helmstetter (Helmstetter), Sylvester Tolliver (Tolliver) and Shane Sterling (Sterling) (collectively Appellants) were convicted of conspiring, from 1985 to August 9, 1992, to possess cocaine with the intent to distribute (count one). Appellants Glenn Metz and Danielle Metz were convicted of conducting a Continuing Criminal Enterprise (CCE) (counts two and three). Glenn Metz (counts four and five) and Danielle Metz (count five) were convicted of possession with intent to distribute cocaine. Appellants Tolliver and Danielle Metz were convicted on one count of money laundering (count six). Appellants Elwood and Helmstetter (counts nine, ten and eleven), and Arthur (counts seven, nine, ten and eleven) were convicted of committing murder and other violent crimes in aid of racketeering activity. Finally, all Appellants, except Danielle Metz and Tolliver, were convicted of carrying and using a firearm in aid of drug trafficking. In this consolidated appeal, Appellants allege numerous errors at trial and other errors allegedly arising from their conviction and sentencing. For the reasons set forth below, we affirm in part, vacate in part, dismiss in part and remand in part for resen-tencing. I. BACKGROUND Appellants were charged in a twenty-two count indictment with various charges arising from a narcotics conspiracy based in New Orleans, Louisiana. From 1985 to mid-1992, Appellants conspired to, and in fact did distribute approximately 1000 kilograms of cocaine in the New Orleans metropolitan area and, in furtherance of the conspiracy, committed murders, attempted murders and other violent crimes. Appellant Glenn Metz, aided by his wife Danielle Metz, was the main organizer, supervisor and manager of a group of individuals known as the “Metz Organization.” The positions occupied by the other conspirators included, inter alia, “cocaine distributor” (Glenn Metz, Danielle Metz, Moore and Sterling); “payment collector;” “cocaine and cash courier” (Danielle Metz and Tolliver); “gunman and enforcer” (Arthur, Elwood and Helmstetter); and “firearms procurer and storer” (Glenn Metz, Arthur, Elwood, Helmstetter, Moore and Sterling). Specific facts regarding the conspiracy will be enumerated as necessary to aid in our analysis. II. PRE-TRIAL ISSUES A Motion to Suppress Appellant Helmstetter asserts that his Fourth Amendment rights were violated when officers seized certain letters he sent to Appellant Elwood, and asks us to overturn the district court’s denial of his motion to suppress. 1. Standard of Review “We consider the evidence in the light most favorable to the prevailing party when we review the granting of a motion to suppress. The district court’s factual findings are accepted unless they are clearly erroneous. Questions of law are reviewed de novo” United States v. Richard, 994 F.2d 244, 247 (5th Cir.1993). 2. Analysis The district court found that Helmstetter lacked standing to challenge the search because seven of the eight letters were discovered and seized pursuant to a search warrant executed at Appellant Elwood’s residence. The court further found that Helmstetter was incarcerated at the time of the search and “made no showing that he had a legitimate expectation of privacy as to these letters that were taken from Elwood’s residence.” The motion to suppress was denied as to the final letter because “that letter itself was the subject of a search warrant ... and Defendant has made no showing that the warrant in question was defective in any way.” Helmstetter had no expectation of privacy once the letters were received by Elwood. Appellant cites United States v. Pierce and United States v. Koenig, for the proposition that, as the sender of letters via United States mail, he had a legitimate expectation of privacy in their contents. Appellant, however, ignores the fact that the letters were not in transit when seized. In fact, the letters had been received, opened and presumably read by Elwood. Helmstet-ter has failed to show that he had any expectation of privacy once the letters left the custody of the United States Post Office and were received by their intended recipient. B. Reciprocal Discovery and Abuse of Grand Jury Process Appellant Arthur contends that the district court abused its discretion by compelling him to engage in reciprocal discovery "with the government, and that, as a result, the government came into possession of certain documents pertaining to his alibi defense. According to Arthur, the government was not entitled to discover these documents because it failed to request notice of any alibi defense in accordance with Fed.R.Crim.P. 12.1. Arthur further contends the government used this information — that allegedly substantiated an alibi to the government’s allegation that he participated in the crimes referred to as the Earhart murders — to subpoena certain witnesses before the grand jury, and thereby abused the grand jury process. 1. Reciprocal Discovery “We review discovery rulings for abuse of discretion and will order a new trial only where a party demonstrates prejudice to his substantial rights.” United States v. Deisch, 20 F.3d 139, 154(5th Cir.1994). Fed. R.Crim.P. 16(b)(1)(A) provides in relevant part, If the defendant requests disclosure under subdivision (a)(1)(C) or (D) of this rule, upon compliance by the government, the defendant, on request of the government, shall permit the government to inspect and copy or photograph books, papers, documents ... which are within the possession, custody, or control of the defendant and which the defendant intends to introduce as evidence in chief at the trial. There is no dispute that Arthur requested and accepted discovery from the government under the initial indictment. However, it is also plain that the government did not request reciprocal discovery until after the superseding indictment had been issued. Arthur contends that, for Rule 16 purposes, a superseding indictment cuts off any right the government may have had to reciprocal discovery under the initial indictment. Under this theory, because he did not request further discovery from the government under the superseding indictment, he had no obligation to provide the reciprocal discovery requested. This appears to be a matter of first impression, but can be easily disposed. Rule 16 provides no support for Arthur’s contention. In fact, Rule 16 creates a duty of continuing disclosure. See Fed.R.Crim.P. 16(c). The district court found that the government satisfied its burden by supplying all defense counsel with lists of tapes and exhibits ... pursuant to both the original Indictment and the Superseding Indictment.” Appellant does not deny that he accepted discovery from the government, and we see no reason to distinguish between the indictment and the superseding indictment for purposes of the reciprocal discovery requirement. 2. Abuse of Grand Jury Process “The law is well settled in this circuit that while the Government may not use the grand jury in place of discovery for the purpose of preparing a pending indictment for trial, it may continue with an investigation.” United States v. Ruppel, 666 F.2d 261, 268-69 (5th Cir.1982), cert. denied, 458 U.S. 1107, 102 S.Ct. 3487, 73 L.Ed.2d 1369 (1982). The grand jury process is entitled to a presumption of regularity which is not easily overcome. See, e.g., Beverly v. United States, 468 F.2d 732, 743 (5th Cir.1972). In the instant case, it is plain that there was no abuse of the grand jury process. As set out by the government, “it appeared that appellant Arthur intended to use documents from the Seattle Travelers Aid Society that appeared to have been fraudulently altered to support his alibi defense to the Earhart Expressway shootings ... the grand jury was investigating whether the documents were false or had been altered, and, if so was endeavoring to determine the identities of the culpable persons.” Clearly, in a conspiracy of the size and scope of the one indicted herein, the grand jury could be expected to follow up on evidence which tended to implicate additional co-conspirators or indicate that additional crimes had occurred. Arthur has made no showing that the grand jury’s inquiry was not part of a legitimate investigation into a possible additional crime, nor has Arthur shown that he was prejudiced by the investigation. Arthur was able to present his alibi defense at trial. In addition, the primary focus of the government’s impeachment of his alibi — the alteration of the documents — was evident on the face of the documents, and therefore readily discoverable without grand jury process. The grand jury investigation only sought information on a putative crime which came to light during the discovery process, it was not used as a substitute for discovery. Arthur falls well short of the burden necessary to rebut the grand jury’s presumption of regularity. The district court’s ruling was not clearly erroneous. C. Prejudice from Joint Trial For the first time on appeal, Appellant Helmstetter contends that he was deprived of a fair trial because he was tried with the other defendants. The Federal Rules of Criminal Procedure require that “requests for a severance of charges or defendants under Rule 14” must be raised prior to trial. Fed.R.Crim.P. 12(b)(5). “Failure by a party to ... make requests which must be made prior to trial ... shall constitute waiver thereof, but the court for cause shown may grant relief from the waiver.” Fed. R.Crim.P. 12(f). Helmstetter has not shown any cause for his failure to request a severance prior to trial, and therefore we need not address the merits of his argument. D. Trial of Moore as an Adult Appellant Moore insists that the provisions of the Juvenile Delinquency Act (JDA) deprived the district court of jurisdiction over him or, in the alternative, that the district court failed to instruct the jury that conduct prior to Moore’s eighteenth birthday could not be used to assess his guilt. Appellant failed to raise these issues below, so our review is for plain error. See Calverley, 37 F.3d at 162. However, to the extent that Moore’s contentions are jurisdictional, they may be raised at any time. See Fed. R.Crim.P. 12(b)(2). Whether a defendant can be tried for a conspiracy which existed prior to his eighteenth birthday is a matter of first impression in this circuit. The JDA requires the Attorney General to certify that “there is a substantial Federal interest in the case or the offense to warrant the exercise of Federal jurisdiction,” and that one of three factors is satisfied before proceeding against any juvenile in federal court. 18 U.S.C. § 5032. This certification requirement is jurisdictional, and a juvenile may not be prosecuted in federal court absent certification. Id.; see also United States v. Wong, 40 F.3d 1347, 1363 (2nd Cir.1994), cert. denied, — U.S. -, 115 S.Ct. 2568, 132 L.Ed.2d 820 (1995). Moore became involved in the instant conspiracy before his eighteenth birthday, but was indicted after his eighteenth birthday. Moore contends that because the majority of his involvement in the conspiracy occurred before his eighteenth birthday, absent Attorney General certification the district court was without subject matter jurisdiction over him. Moore’s assertion is unavailing. Although the crime of conspiracy is “complete” at the moment the deal is struck, it is a continuing crime. It is well established that federal courts have jurisdiction over conspiracies begun while a defendant was a minor but completed after his eighteenth birthday. “The [JDA] does not ... prevent an adult criminal defendant from being tried as an adult simply because he first became embroiled in the conspiracy with which he is charged while still a minor....” United States v. Wong, 40 F.3d at 1365 (quoting United States v. Spoone, 741 F.2d 680, 687 (4th Cir.1984)); United States v. Doerr, 886 F.2d 944, 969 (7th Cir.1989) (“[T]he protections of the Juvenile Delinquency Act are designed ‘to guarantee certain basic rights to juveniles who come within Federal jurisdiction.’ Thus the protections of the Act are not applicable to a defendant ... who is not a juvenile and has not committed an act of juvenile delinquency.”). However, for the defendant to be charged with a conspiracy that transcends his eighteenth birthday, he must do something to ratify his involvement in the conspiracy after he reaches the age of majority. See United States v. Maddox, 944 F.2d 1223, 1233 (6th Cir.1991), cert. denied, 502 U.S. 992, 112 S.Ct. 610, 116 L.Ed.2d 633 (1991), [A]n eighteen year-old who continues to participate in a conspiracy after his eighteenth birthday commits an act in violation of law after his birthday. We do not believe, however, that a person who does absolutely nothing to further the conspiracy or to reaffirm membership in it after his eighteenth birthday can be held criminally liable as an adult in federal court. The majority rule, which we now adopt, is that after he turns 18, a defendant may be tried for a conspiracy which temporally overlaps his eighteenth birthday — if the government can show that the defendant ratified his involvement in the conspiracy after reaching majority. We must determine whether there is sufficient evidence to show Moore’s ratification of the conspiracy after his eighteenth birthday. After conducting a thorough review of the record, we find that there was sufficient evidence for the jury to conclude Moore ratified his involvement in the conspiracy after his eighteenth birthday. The government adduced numerous post-October 3,1990 transcripts of intercepted telephone conversations between Moore and several co-conspirators wherein Moore made obvious references to, and provided instructions regarding the sale of drugs and the handling of proceeds from drug crimes. Moore was also intercepted telling both Danielle and Glen Metz that he had been chased by several persons, and asked both of them to procure a firearm for his protection. In addition, during the August 9, 1992 execution of a search warrant at the apartment he shared with co-conspirator Sterling, a handgun, ammunition and a notebook containing records of drug transactions were found in his bedroom. Not only is the post-eighteenth birthday evidence sufficient to establish ratification of the conspiracy, but, standing alone, this evidence was sufficient for the jury to find Moore guilty of the Count I conspiracy. The circuits are split on whether the district court must instruct the jury to disregard evidence of pre-eighteen conduct when assessing guilt. However, because we find that the post-eighteenth birthday evidence was sufficient to support the jury’s verdict, Moore cannot show that the omission of the jury instruction affected his substantial rights, and therefore cannot establish “plain error.” E. Brady Material Helmstetter argues that the government violated his rights under Brady by failing to disclose certain documents created by Detective Dennis Thornton of the Jefferson Parish Sheriffs Office (JPSO) in connection with his investigation of the Earhart Expressway shootings. The district court, pursuant to a subpoena issued by another Appellant which the government subsequently moved to quash, examined the entire JPSO file, determined that there was not any Brady material therein, and concluded that “Defendant was not entitled these documents which were part of an on-going criminal investigation.” The Supreme Court has recently restated the standard for consideration of a Brady claim. See Kyles v. Whitley, — U.S. -, 115 S.Ct. 1555, 131 L.Ed.2d 490 (1995). [United States v.] Bagley [473 U.S. 667, 105 S.Ct. 3375, 87 L.Ed.2d 481 (1985)] held that regardless of request, favorable evidence is material, and constitutional error results from its suppression by the government, “if there is a reasonable probability that, had the evidence been disclosed to the defense, the result of the proceeding would have been different.” Id. at-, 115 S.Ct. at 1565. Bagley’s touchstone of materiality is a “reasonable probability” of a different result, and the adjective is important. The question is not whether the defendant would more likely than not have received a different verdict with the evidence, but whether in its absence he received a fair trial, understood as a trial resulting in a verdict worthy of confidence. A “reasonable probability” of a different result is accordingly shown when the Government’s evidentiary suppression “undermines confidence in the outcome of the trial.” Id. at --, 115 S.Ct. at 1566. Appellant need not show that “after discounting the inculpatory evidence in light of the undisclosed evidence, there would not have been enough left to convict,” nor is a harmless error analysis applicable once a Bagley error is found. Id. Finally, we are compelled to consider the suppressed evidence “collectively, not item-by-item.” Id. at-, 115 S.Ct. at 1567. We have reviewed the report that Helmst-etter contends should have been disclosed, and, like the district court, find no Brady material therein. However, even if we were to find that the report tended to exculpate Helmstetter, the exculpatory evidence contained therein was of such an ineffectual nature that it cannot be considered “material” as that term is defined in Kyles v. Whitley. In terms of the Kyles analysis, we find the failure to disclose the report in no way undermined confidence in the verdict. III. JURY SELECTION A. Voir Dire Regarding Pre-trial Publicity Glenn Metz and Helmstetter claim that they were denied a fair trial because of “massive” pre-trial publicity, and that the district court failed to conduct adequate voir dire to ascertain whether the jury was truly fair and impartial. We review under the standard of United States v. Chagra, 669 F.2d 241, 249-50 (5th Cir.), cert. denied, 459 U.S. 846, 103 S.Ct. 102, 74 L.Ed.2d 92 (1982), overruled on other grounds, Garrett v. United States, 471 U.S. 773, 105 S.Ct. 2407, 85 L.Ed.2d 764 (1985). Neither Appellant presents evidence of actual prejudice attributable to the publicity so we need not address the first Chagra factor. Only 21 of 86 prospective jurors had any knowledge of the case due to pre-trial publicity, and not one of the 21 actually served so the remaining Chagra factors are not satisfied. The district court’s voir dire was clearly adequate to insure an untainted jury. B. Batson Challenge Tolliver and Helmstetter, both of whom are black, contend that the government used six preemptory challenges to exclude five prospective black jurors and one black alternate for racially discriminatory reasons. 1. Standard of Review An allegation of racial discrimination contrary to the holding of Batson v. Kentucky mandates a three stage inquiry. (1) The defendant establishes a prima fa-cie ease by raising an inference that the prosecution struck potential jurors solely because of race; (2) The burden then shifts to the prosecution to articulate legitimate, clear, and reasonably specific explanations for each of the challenged strikes. At this stage, the prosecution need only give a facially valid explanation; (3) At the third stage, the trial court determines whether the defendant has proven purposeful discrimination. The appellate court reviews this finding for clear error, giving great deference to the trial court’s finding that the prosecutor’s explanation was credible. United States v. Wallace, 32 F.3d 921, 925 (5th Cir.1994) (citations omitted). 2. Analysis After jury selection, Appellant Danielle Metz, on behalf of all the defendants, raised the Batson issue by requesting that the court inquire into the government’s reasons for exercising five of its twelve preemptory challenges to excuse black jurors. The government offered the following explanations: 1) The first venireman excused was “an older woman and appeared disinterested and was not paying attention.... Because of her long term employment as school cafeteria worker we thought she might be overly sympathetic to young defendants;” 2) The second venireman was excused because of potential antagonism to the government stemming from a “conviction] of a simple battery about twenty-five years ago. He said at that time he was not treated fairly by the justice system;” 3) The third venireman was excused because of employment with a cellular telephone company. “From experience [the government] felt that many of those businesses are dependent on drug dealers as customers.... Those companies are often aware that these individuals are getting the phones, and payments are often made in cash and they continue to do business with them and even encourage that business;” 4) The fourth venireman was excused because “her brother was convicted of murder.... We felt this would tend to make her more sympathetic to defendants who might be charged in those counts involving homicides and antagonistic toward the government.” In addition, the juror had read several articles pertaining to the alleged crimes; 5) The fifth venireman excused “also appeared somewhat disinterested.” In addition, “she lived on Cambronne Street which is the area where the government witness Lewis Gibbs resides. A lot of the activity of the Metz organization took place in this area. A number of individuals who reside there will come up during the course of the trial;” 6) The sixth venireman was excused because she “indicated that her sister had recently been arrested for narcotics charge [sic] and we felt this would make her antagonistic toward the government.” Each reason asserted by the government is a facially legitimate and non-discriminatory reason for excusing the referenced juror. Appellants made no further assertions of discrimination, and did not challenge any of the reasons stated by the government. There was no clear error. IV. ISSUES AT TRIAL A. Exclusion of Pre-surgery Statements 1. Statement of Wilfred Carr Helmstetter and Arthur contend that they were denied their Sixth Amendment rights to compulsory process and confrontation by the exclusion of Wilfred Carr’s pre-surgery statement. Carr was shot during the Earhart expressway murders. At the hospital, while waiting on a gurney outside the operating room, Carr was interviewed by JPSO Detective Dennis Thornton. The transcript of the recorded interview sets forth, in relevant part, Q: And you drove from the Phoenix [Bar] down Earhart? A: Ah! huh (positive response) Q: What part of Earhart, did you get to Clearview yet? A: No, sir. Q: Okay you passed Hickory though, right? A: (inaudible) Q: What lane were you in Wilfred, you remember? A: Ah! Ah! (negative response) Q: The bullets came through the door? A: Yea. Q: Did you see what kind of vehicle it was? A: No. Q: Did it come by slow? A: Fast. Q: Fast! Was it speeding? A: Ah! huh (positive response) Q: Could you see if it was a car or a truck? A: I couldn’t tell. Q: Can you think of anything else now Wilfred? A: Ah! Ah! (negative response) Carr testified that he did not remember talking to anyone at the hospital the night of the shooting. He did, however, testify that after the shooting had stopped, he looked up and saw Helmstetter and Arthur, each armed with an AK-47, hanging out of the window of a black Ford Taurus station wagon. No attempt was made to impeach Carr with his prior statement. During the Defendant’s case, on direct examination of Detective Thornton, Helmstet-ter, without explanation or foundation, attempted to introduce the transcript of the Carr interview. The government lodged a hearsay objection to the introduction of the transcript on the ground that, due to Carr’s medical condition, the statement lacked reliability. Helmstetter asserted that he was attempting to introduce the report to rebut Carr’s testimony that he was not interviewed on the night of the shooting. The government offered to stipulate that Carr was interviewed by Detective Thornton on the night of the shooting, but the stipulation was rejected by defense counsel. Helmstetter and Arthur now assert four grounds upon which they contend the trial court should have admitted the statement. Appellants’ assert that it constituted a “prior inconsistent statement” (Fed.R.Evid. 613); an “excited utterance,” (Fed.R.Evid. 803(2)); “a dying declaration,” (Fed.R.Evid. 804(b)(2)); and that the district court acted inconsistently by admitting the pre-surgery statement of Appellant Elwood, but excluding the pre-surgery statement of Carr. a. prior inconsistent statement As we have stated previously, It is hornbook law that evidence of prior inconsistent statements of a witness may be admitted to impeach that witness. The prior statements may have been oral and unsworn, and “the making of the previous statements may be drawn out in cross-examination of the witness, or if on cross-examination the witness had denied making the statement, or has failed to remember it, the making of the statement may be proved by another witness.” United States v. Sisto, 534 F.2d 616, 622 (5th Cir.1976). However, while Appellants might have been permitted to question Detective Thornton on whether he interviewed Carr on the night of the shooting, no foundation was laid during the cross-examination of Carr which would have permitted inquiry into the substance of the statement. Therefore, absent a hearsay exception, the substance of the statement was not admissible during the examination of Detective Thornton. b. hearsay exceptions Appellants second and third reasons were never presented to the trial judge, and therefore can be reviewed only for plain error. On the basis of the record, the statement falls under neither the “excited utterance” nor “dying declaration” exceptions to the hearsay rule. c. consistency between trial court’s rulings Appellants’ final argument is also easily disposed because Appellants have failed to show inconsistency in the district court’s evi-dentiary rulings. First, Elwood’s statement, by definition, is an admission of a party opponent, and therefore not hearsay. Fed. R.Evid. 801(d)(2). Second, even if Elwood’s statement could be considered hearsay, no objection was ever made to its admission. 2. Statement of Ulyes White Helmstetter also argues that the pre-sur-gery statement of Ulyes White, another victim of the Earhart Expressway shootings, was improperly excluded. Appellant sought admission of the transcript of the recorded statement immediately prior to seeking admission of the Carr transcript. The district court excluded the White transcript for the same reasons that the Carr transcript was excluded, and we affirm the district court on largely the same grounds. Helmstetter asserts that the statement was admissible as either a dying declaration or an excited utterance. However, neither of these exceptions to the hearsay rule was voiced at trial, and, as a result, we have no foundation for determining whether the necessary requisites of either exception was met. For example, we do not know the extent of White’s wounds, and therefore do not know whether he spoke with belief of impending death. See Fed.R.Evid. 804(b)(2). In fact, the evidence suggests the contrary, because Carr testified that White was able to run for help after the shooting. Neither do we know whether White was still under the “stress of excitement” caused by the shooting at the time of the interview. See Fed. R.Evid. 803(2). B. Mid-Trial Publicity Glenn Metz argues that the district court erred by denying a motion for mistrial based on mid-trial publicity. A two-step inquiry is necessary to assess whether voir dire is necessary because of mid-trial publicity. A court must first look at that nature of the news material in question to determine whether it is innately prejudicial; factors such as the timing of the media coverage and its possible effects on legal defenses are to be considered. Second, the court must ascertain the likelihood that the publicity has in fact reached the jury. The prominence of the coverage and the nature and number of warnings against viewing the coverage become relevant at this stage of the inquiry. United States v. Manzella, 782 F.2d 533, 542 (5th Cir.1986), cert. denied, 476 U.S. 1123, 106 S.Ct. 1991, 90 L.Ed.2d 672 (1986) (citations omitted). However, “[t]he trial judge has broad discretion in ruling on the issue of prejudice resulting from a jury’s exposure to news articles concerning a trial.” United States v. Aragon, 962 F.2d 439, 443 (5th Cir.1992). “It is for the trial judge to decide at the threshold whether news accounts are actually prejudicial; whether the jurors were probably exposed to the publicity and whether jurors would be sufficiently influenced by bench instructions alone to disregard the publicity.” Gordon v. United States, 438 F.2d 858, 873 (5th Cir.1971), cert. denied, 404 U.S. 828, 92 S.Ct. 139, 30 L.Ed.2d 56 (1971). On the second day of trial, Appellant Arthur requested a mistrial on behalf of all defendants, due to television and newspaper coverage of the first day of trial. The district court denied the motion stating, “I am aware of what publicity there was on the case yesterday. I am aware what was in the paper this morning. I am aware what was on television.... Iam convinced that at this time there is no reason to grant a mistrial for there is no suggestion that the jury has been influenced by public publicity.” No Appellant requested that the court conduct voir dire regarding the publicity. The government contends, and Glen Metz does not dispute, that the publicity complained of was basically an accurate portrayal of opening argument and of the testimony at the first day of trial. Therefore, Appellant has failed to show that the publicity was “innately prejudicial.” Second, unlike the authority relied upon by the Appellant, the district court herein strongly and consistently admonished the jury to avoid any press coverage of the trial. After jury selection, the court admonished the jury, Now, during the course of the trial you will receive all the evidence you may properly consider to decide the case. Don’t attempt to gather any information on your own which you think might be helpful. Don’t engage in outside reading on the case. Don’t attempt to visit any places mentioned in the case and don’t in anyway try to learn about this case outside the courtroom. Now that the trial has begun you must not read about it in the newspaper or watch or listen to television or radio reports about what is happening. The reasons for these rules, as I am certain you will understand, is that your decision in this case must be based solely on the evidence that is presented at trial. After the first day of trial, the court admonished the jury, I again remind you, also, most significantly that you refrain from watching any television news reports that might cover this trial and refrain from reading anything in the newspaper that might be written covering this trial. As you recall when I told you yesterday that I am relying on you to more or less lock yourselves up at home, if you will, with regard to steering clear of any newspaper reports or news reports that might cover this trial and please have anyone who lives in your household with you make sure that they cooperate in that effort. Appellant has failed to show that the trial publicity was “innately prejudicial,” and that the admonishments by the trial judge were not appropriate to insure a fair and prejudice free trial. C. Motion to Depose Witness Arthur appeals the denial of his Federal Rule of Criminal Procedure 15(a) motion to depose an indispensable witness. On the eighth day of trial, Arthur sought the court’s permission to depose Earl Castain, a witness who would have allegedly corroborated Arthur’s alibi defense to the Earhart shootings. According to Arthur, counsel had been attempting to locate Castain since the return of the superseding indictment. Castain was allegedly employed on a ship which, at the time of trial, was moored off the island of Diego Garcia, in the Indian Ocean. Arthur sought to take the deposition telephonically, after having the ship’s master swear Castain. The district court denied Arthur’s motion, stating in relevant part, Under the circumstances presented to the court in this matter, the court finds that “exceptional circumstances” within the meaning of Rule 15(a) of the Federal Rules of Criminal Procedure did not exist to justify the taking of Mr. Castain’s deposition. Defendant Arthur’s request to take Mr. Castain’s deposition was untimely and, it would have been difficult, if not impossible, within the available time constraints, for the Government to confirm the identification and reliability of the potential witness. Further, the court was unaware of any person authorized to administer the requisite oath to Mr. Castain and the court on such short notice would not commission such a person due to lack of reliable and trustworthy indicia. (emphasis supplied). Rule 15(a) provides in relevant part, Whenever due to exceptional circumstances of the case it is in the interest of justice that the testimony of a prospective witness of a party be taken and preserved for use at trial, the court may upon motion of such party and notice to the parties order that testimony of such witness be taken by deposition. “The word ‘may’ signifies that the district court retains broad discretion in granting a Rule 15(a) motion and that the court should review these motions on a ease-by-case basis, examining whether the particular characteristics of each case constitute ‘exceptional circumstances.’ ” United States v. Dillman, 15 F.3d 384, 389 (5th Cir.1994), cert. denied, — U.S. -, 115 S.Ct. 183, 130 L.Ed.2d 118 (1994). “The district court decides when ‘exceptional circumstances’ exist, subject to appellate review for abuse of discretion.” United States v. Aggarwal, 17 F.3d 737, 741-42 (5th Cir.1994). We find that the district court was well within its discretion in determining that exceptional circumstances did not exist. As discussed at footnote 19 above, Castain’s testimony was of questionable value to the defense case. Further, there is no showing that, had the deposition been taken, it would have been admissible at trial. See Fed. R.Crim.P. 15(d) and Fed.R.Evid. 804(a)(5). Finally, the reliability of the telephonic method of deposition in this matter was of serious concern. As stated by the district court, there was no way for the government to verify the identification and reliability of the deponent. We have located only one reported case discussing the use of a telephonic deposition — without any parties’ attorneys being on-site with the deponent — in a criminal case. See United States v. Ferrera, 746 F.2d 908, 913 (1st Cir.1984) In that case, the denial of the request for telephonic deposition was affirmed. We do not believe that Arthur has provided a “strong showing of the necessity of such a procedure,” nor has he shown that an “exceptional circumstance” or “the interests of justice” mandated the taking of the deposition. D. Judicial Misconduct Glenn Metz contends that his conviction should be reversed because the district court failed to remain fair and impartial while conducting the trial. Specifically, Metz contends first that the district court conducted an “ex parte conference” with the prosecutors, and received “unidentified papers, ex parte, and sua sponte.” Second, Metz contends that the district court “refused to rule on [Elwood, Tolliver and Lawrence’s double jeopardy motions] until after the completion of the trial, for the sole purpose of permitting the prosecution to illegally display the 52 kilos of cocaine to the jury.” Third, that the trial court “displayed a highly unprofessional and partial lack of tolerance towards members of the defense.” 1. Standard of Review Our standard of review to determine whether alleged judicial conduct prejudiced an appellant’s right to a fair trial is well settled. See United States v. Williams, 809 F.2d 1072, 1086 (5th Cir.1987), cert. denied, 484 U.S. 896, 108 S.Ct. 228, 98 L.Ed.2d 187 (1987), In reviewing these [judicial misconduct] claims, we are necessarily limited to the cold black and white of the transcripts. The life of the trial, in which gestures and intonations breathe more subtle meanings into the transcribed words, cannot be presented and escapes us. We must therefore scrutinize the record all the more carefully. The Second Circuit has described the task before us: Our role, however, is not to determine whether the trial judge’s conduct left something to be desired, or even whether some comments would have been better left unsaid. Rather, we must determine whether the judge’s behavior was so prejudicial that it denied [the appellants] a fair, as opposed to a perfect, trial. (quoting United States v. Pisani, 773 F.2d 397, 402 (2nd Cir.1985)); see also United States v. Bermea, 30 F.3d at 1569, To rise to the level of constitutional error, the district judge’s actions, viewed as a whole, must amount to an intervention that could have led the jury to a predisposition of guilt by improperly confusing the functions of judge and prosecutor. The judge’s intervention in the proceedings must be quantitatively and qualitatively substantial to meet this test. (citations omitted). 2. Ex Parte Conference and Documents Appellant has failed to point us to any portion of the record indicating that the court conducted ex parte communications with the prosecutors or improperly accepted ex parte documents. 3. Double Jeopardy Motion Metz next argues that the district court favored the prosecution by withholding his ruling on Elwood, Tolliver and Lawrence’s double jeopardy motions until after trial to deprive them of the opportunity to appeal an adverse double jeopardy ruling as permitted under Abney v. United States, 431 U.S. 651, 97 S.Ct. 2034, 52 L.Ed.2d 651 (1977). However, the record makes clear that the double jeopardy motions of Tolliver and Lawrence were not filed until after trial began, and that Elwood’s motion was, in fact, denied prior to trial. Metz’s argument is without foundation. 4. Trial Judge’s Treatment of Defense Counsel and Witness Finally, Metz complains that the trial judge’s treatment of a defense witness and defense counsel deprived him of a fair trial. We initially note that none of the incidents cited by Metz involved his attorney or witnesses. We also note that district judges can exercise broad discretion in maintaining the pace and objectivity of the trial. See, e.g., United States v. Wallace, 32 F.3d at 928, A federal district judge may comment on the evidence, question witnesses, bring out facts not yet adduced, and maintain the pace of the trial by interrupting or setting time limits on counsel. “Improper” comments by a trial judge do not entitle the defendant to a new trial unless the comments are error that is substantial and prejudicial to the defendant’s case. (citations omitted). Specifically, Metz complains that the district judge irrevocably impinged on the fairness of the trial when he asked the mother of one of the defendants — who was allowed to stay in the courtroom after her testimony was completed — to leave the courtroom during the questioning of her daughter, who was called as a subsequent defense witness. Apparently, the judge noticed that the spectator appeared to be signaling answers to her daughter. While we fail to see how exclusion of a spectator who is prompting another witness could rise to the level of constitutional error, we find that the district court’s subsequent cautionary instruction alleviated any possible error that had occurred. Metz also complains of the district court’s alleged “abuse” of defense counsel. We have reviewed those portions of the transcript cited by Appellant and conclude that the district judge’s conduct was well within constitutional boundaries, and in no way affected Metz’s right to a fair trial. In addition, if any error occurred as a result of the district judge’s conduct vis-a-vis defense counsel, it was ameliorated by the jury instruction that delineated his proper role in the proceedings. E. Improper Jury Instruction on Murder Helmstetter complains that the district court violated his due process rights by improperly instructing the jury regarding the murder count. Helmstetter failed to voice this objection at trial, and therefore our review is for plain error. See United States v. Parziale, 947 F.2d 123, 129 (5th Cir.1991), cert. denied, 503 U.S. 946, 112 S.Ct. 1499, 117 L.Ed.2d 638 (1992), Although Fed.R.Crim.P. 30 provides that a defendant waives his right to appeal the lack of a limiting instruction if he failed to request such an instruction when the testimony was admitted or when the court charged the jury, Fed.R.Crim.P. 52(b) provides th[at] “[pjlain errors or defects affecting substantial rights may be noticed [on appeal] although they were not brought to the attention of the trial court.” Thus, by combining Rules 30 and 52 of the Federal Rules of Criminal Procedure, the courts have created a plain error standard of review.... While Helmstetter’s brief is far from specific, it appears that he is contending that the district court should have instructed the jury on the elements of murder under Louisiana law rather than allowing the jury to apply a generic definition of murder. There does not appear to be any dispute that the district court properly instructed the jury on the elements of 18 U.S.C. § 1959, the crime for which he was indicted. To win reversal under the plain error standard, Appellant must show not only that a “plain” error occurred, but must also show that the error “affected his substantial rights.” United States v. Calverley, 37 F.3d at 162. “[I]n most cases the affecting of substantial rights requires that the error be prejudicial; it must affect the outcome of the proceeding.” Id. at 164. In the first instance, no plain error occurred because federal courts typically require only a “generic” definition of the underlying state crime in a RICO charge. See United States v. Orena, 32 F.3d 704, 714 (2nd Cir.1994); United States v. Bagaric, 706 F.2d 42, 62 (2nd Cir.1983), cert. denied, 464 U.S. 840, 104 S.Ct. 133, 78 L.Ed.2d 128 (1983). Second, no Appellant ever contended that the Earhart Expressway shootings did not constitute murder, therefore the district judge had no reason to believe that the definition of the underlying state crime was at issue. Finally, even if we were to find that the district court had committed plain error by failing to set out the elements of murder, in no way were the Appellant’s substantial rights affected. When two persons die while riding in a vehicle that is shot over 150 times with automatic weapons, any conceivable definition or element of murder has been satisfied. An enumeration of the elements of the crime in no way could have affected the verdict. V. DOUBLE JEOPARDY Appellant Elwood argues that the district court improperly denied his pre- and post-trial motions to dismiss count one of the indictment on double jeopardy grounds. A. Background Elwood argued that the count one conspiracy was the same offense for which he had been previously convicted — along with co-defendants William Barnes, Jr. and Ernest Marrero — of conspiracy with intent to distribute cocaine, possession with intent to distribute cocaine, and using and carrying firearms in relation to a drug trafficking offense. The government does not dispute that certain of the overt acts referred to in the superseding indictment were also overt acts in the Elwood I conspiracy. The district court denied Elwood’s pretrial motion to dismiss on two bases. First, under the five factor test we set out in United States v. Marable, 578 F.2d 151, 154 (5th Cir.1978), the district court found that the conspiracies were separate. Second, the court found that even if the conspiracies were not separate, the double jeopardy exception in Brown v. Ohio, was applicable. The district court denied Elwood’s post-trial motion to dismiss and motion for a new trial on the basis that, after having heard all of the evidence, the conspiracies were clearly separate. B. Standard of Review Double jeopardy issues are questions of law, thus our review is plenary. As we have set out previously, The Supreme Court described the initial test for determining whether two offenses are the same for double jeopardy purposes in Blockburger v. United States [284 U.S. 299, 52 S.Ct. 180, 76 L.Ed. 306 (1932)]. We ask “whether the offense charged in the subsequent prosecution ‘requires proof of a fact which the other does not.’ ” If “application of [Blockburger ] reveals that the offenses have identical statutory elements or that one is a lesser offense of the other ... the subsequent prosecution is barred.” As recognized by the Supreme Court, however, Blockburger does not constitute the entire double jeopardy inquiry in the context of successive prosecutions. We also must test the second prosecution to determine whether it is barred under one of the narrowly defined exceptions.... United States v. Deshaw, 974 F.2d 667, 670 (5th Cir.1992) (footnotes omitted). Appellant carries the initial burden of showing that he has been subjected to double jeopardy. See id. Once the Appellant successfully establishes his prima facie claim, the burden shifts to the government to show by a preponderance of the evidence that the indictment charges a crime separate from the charge for which he was previously placed in jeopardy. Id. The government may instead elect to show that the subsequently indicted conduct falls into one of the narrowly circumscribed exceptions to the double jeopardy bar. C. Analysis There is no question that Elwood has established a prima facie claim of double jeopardy. The Elwood I conspiracy took place within the same time frame as the instant conspiracy (Metz conspiracy), involved common participants — albeit in Elwood I the common characters appeared as unindicted co-conspirators, not co-defendants — overt acts from the Elwood I conspiracy were listed as overt acts of the Metz conspiracy and the statutory offenses are identical. While the government attempts to distinguish the conspiracies on the basis of the Marable factors, it seems plain to us that the Elwood I conspiracy is simply a small part of the larger Metz conspiracy, and is therefore indistinguishable for double jeopardy purposes. See United States v. Deshaw, 974 F.2d at 673-75. We do find, however, that the so-called “due diligence” exception set forth in Brown v. Ohio is applicable. In Brown v. Ohio, the Supreme Court stated, An exception may exist where the State is unable to proceed on the more serious charge at the outset because the additional facts necessary to sustain that charge have not occurred or have not been discovered despite the exercise of due diligence. 432 U.S. at 169 n. 7, 97 S.Ct. at 2227 n. 7. Whether the Brown exception can be utilized to avoid double jeopardy estoppel of subsequent conspiracy prosecutions is a matter of first impression in this Circuit. We begin by addressing the parameters of the exception. As stated by the Supreme Court, The rule established in Brown [v. Ohio ], however, does have some exceptions. One commonly recognized exception is where all the events necessary to the greater crime have not taken place at the time the prosecution for the lesser is begun. This exception may also apply when the facts necessary to the greater were not discovered despite the exercise of due diligence before the first trial. Jeffers v. United States, 432 U.S. 137, 151-52, 97 S.Ct. 2207, 2216-17, 53 L.Ed.2d 168 (1977). The Brown exception can be applied in two ways. First, double jeopardy does not apply where the greater crime was incomplete at the time the lesser charge was prosecuted. This was, in fact, the situation faced by the Supreme Court in Diaz v. United States. Therein, the Court determined that Diaz could be prosecuted for murder, despite his previous conviction for assault and battery of the same victim, because the victim had not died — and therefore the crime of murder had not been committed — at the time of the assault and battery prosecution. Under the second application of the exception, a person prosecuted for a lesser included offense may be subsequently prosecuted for the greater offense if the government, despite the exercise of due diligence, did not have sufficient facts to establish the greater crime. This case does not present a classic Diaz v. United States situation where Elwood was tried for a lesser included offense because the greater offense was not yet complete. While the conspiracy continued beyond Appellant’s arrest in Elwood I, he has remained in custody since his initial arrest. Application of the first exception in this situation would, in essence, allow the exception to consume the rule. For double jeopardy purposes, and specifically for purposes of the Brown exception, Elwood’s participation in the conspiracy ceased at the time of his arrest. However, the second prong of the Brown exception is applicable. From the record, it is apparent that while the government may have suspected the existence of the Metz conspiracy during the prosecution of Elwood I, at that time the government did not have sufficient evidence to indict Elwood for his participation in the Metz conspiracy. We must balance this factor with the relevant double jeopardy policies to determine whether the Brown exception is applicable. As set out by the Ninth Circuit, Two policies served by the Double Jeopardy Clause are relevant [to the application of the due diligence exception]: prevention of multiple punishments for one offense, and protection from harassment and from the physical, psychological, and financial burdens of multiple prosecutions. We must balance against them the societal interest in imposing just punishment on the guilty. United States v. Stearns, 707 F.2d 391, 393 (9th Cir.1983), cert. denied, 464 U.S. 1047, 104 S.Ct. 720, 79 L.Ed.2d 181, 182 (1984). We are convinced that these concerns can be eliminated through the narrow application of the exception. The government plainly could not prove Elwood’s involvement in the Metz conspiracy at the time of Elwood I. As summed up by the government in its brief, [A]t the time of his December 1991 trial in Elwood I, the government was ... unaware of key evidence connecting him to the acts of violence committed in furtherance of the instant conspiracy. For example, Wilfred Carr, the sole surviving witness to the Earhart Expressway shootings, did not cooperate with the government until shortly before July 1992. Carr thereafter gave key information linking the vehicle used in that incident with Appellant Elwood. Moreover, Elwood’s admissions to Fennidy about the Earhart Expressway shootings were not made until after July 1992, i.e., after the two become fellow inmates at a federal facility, and Dwayne Sandifer did not inform the government about Elwood’s admissions to him until after Sandifer entered into his agreement with the government in March 1992. Thus the government could not have proven Elwood’s guilt beyond a reasonable doubt without the evidence it obtained after the Elwood I trial. Thus, while the government may have suspected that Elwood was part of the Metz conspiracy, it was not until later that evidence showing his involvement came to light. What appeared on the surface to be a discrete drug transaction — based on the facts reasonably available to the government at the time — turned out to be part of a much larger conspiracy. And Elwood, whose initial role appeared small, turned out to be a major character in the overall scheme. It is elementary that the government cannot prosecute on mere suspicion. While Elwood contends that the government knew of the existence of the Metz conspiracy by the time of the Elwood I trial, he nowhere contends that the government had sufficient evidence to indict him for the Metz conspiracy. As the Court stated in Brown, an exception may apply where “the additional facts necessary to sustain that charge have not occurred or have not been discovered despite the exercise of due diligence.” In this case, the evidence necessary to sustain the charge was not discovered until after the Elwood I prosecution. In fact, much of Elwood’s most egregious conduct — e.g., his role in the Earhart Expressway murders — was not even suspected at the time of the initial prosecution. VI. CONSPIRACY In a conspiracy prosecution, the government must prove beyond a reasonable doubt: (1) that an agreement to violate the narcotics laws existed between two or more persons, (2) that each alleged conspirator knew of the conspiracy and intended to join it, and (3) that each alleged conspirator did participate in the conspiracy. United States v. Magee, 821 F.2d 234, 238-39 (5th Cir.1987). Proof of any element may be by circumstantial evidence, and “a common purpose and plan may be inferred from a ‘development and a collocation of circumstances.’ ” United States v. Marx, 635 F.2d 436, 439 (5th Cir. Unit B 1981) (quoting United States v. Malatesta, 590 F.2d 1379, 1381 (5th Cir.) (en banc), cert. denied, 440 U.S. 962, 99 S.Ct. 1508, 59 L.Ed.2d 777 (1979)). Reviewing the role played by each of the appellants in this “collocation,” we uphold the convictions. A. Danielle Metz Danielle Metz raises two arguments regarding the sufficiency of the government’s evidence against her on count one of the indictment. First, she asserts that the Government’s evidence was insufficient to sustain her conviction. Second, as a corollary of the same argument, she asserts that her testimony should be credited over the testimony of the government’s witnesses because many of them were testifying pursuant to plea agreements. We address these issues in reverse order. Danielle Metz asserts that the Government’s evidence failed to controvert her trial testimony that she was not involved in the drug conspiracy. This argument is apparently premised on the claim that the government witnesses were not credible, and therefore the jury should have credited her testimony. It is a fundamental axiom of appellate review that matters of credibility are for the jury. “Only when testimony is so unbelievable on its face that it defies physical laws should the court intervene and declare it incredible as a matter of law.” United States v. Lerma, 657 F.2d 786, 789 (5th Cir.1981), cert. denied, 455 U.S. 921, 102 S.Ct. 1279, 71 L.Ed.2d 463 (1982). The fact that the majority of the witnesses against Appellant testified pursuant to plea agreements does not affect this maxim. Although the jury can take plea agreements into account when assessing credibility the credibility of cooperating witnesses remains an issue for the jury. See United States v. Puma, 937 F.2d 151, 155 (5th Cir.1991), cert. denied, 502 U.S. 1092, 112 S.Ct. 1165, 117 L.Ed.2d 412 (1992). Danielle Metz does not make any specific allegations with regard to the sufficiency of the evidence against her, but argues generally that the evidence was insufficient to sustain her conspiracy conviction. We have reviewed the record and agree with the synopsis of the evidence contained in the government’s brief. Overwhelming evidence clearly demonstrated that appellant Danielle Metz was a prime force, and not just a passive presence, in the acquisition and distribution of large quantities of cocaine by the Metz organization_ Angela Bernard testified from 1987 to 1991, she periodically received cocaine from Danielle Metz and sold it at the direction of Danielle Metz and gave her the payments collected for this cocaine. Furthermore, Bernard and Danielle Metz made at least five trips to Houston to obtain 40 kilogram loads of cocaine on each trip for distribution in the New Orleans area. Rigoberto Rincon testified that he delivered 40 kilograms of cocaine to Danielle Metz at her Slidell residence and received payment of $350,000 to $400,000 in cash from her. Rincon also consulted with Danielle Metz about arrangements for delivery of cocaine to Metz organization employees in Miami. Moreover, Oliver Myles, Dwayne Sandi-fer, and Miranda Roebuck testified that Danielle Metz was their contact for receipt of the delivery of hundreds of kilograms of cocaine from the Metz organization, the last quantity for Myles and group being a five kilogram delivery of cocaine directly from Danielle Metz between late July and August 16, 1991. The record is replete with evidence proving that a conspiracy existed. We are left to determine whether the evidence showed that Danielle Metz knew of the conspiracy, intended to join and, in fact, participated in the conspiracy. Our review of the record indicates that sufficient evidence was presented, regarding Appellant’s conduct, to show her complicity and participation in the scheme. See United States v. Marx, 635 F.2d at 439 (“[a]ssent to a conspiracy may be inferred from acts which furthered the purpose of the conspiracy.”); see also United States v. Middlebrooks, 618 F.2d 273, 278 (5th Cir.), cert. denied, 449 U.S. 984, 101 S.Ct. 401, 66 L.Ed.2d 246 (1980). We do not find any reason to disturb the jury’s decision to credit the testimony of the government’s witnesses over that of Danielle Metz. B. Sterling Sterling also contends that the government failed to present sufficient evidence to convict him on the conspiracy charge. Appellant does not deny the existence of a conspiracy, but contends that he was simply a “small time” drug dealer, and that the government failed to produce sufficient evidence to show his participation in the Metz conspiracy. As we have stated previously, One may be guilty as a co-conspirator even if he or she plays only a minor role, and that person need not know all the details of the unlawful enterprise or know of the exact number or identity of all the co-conspirators, so long as in some fashion he or she knowingly participates in the larger conspiratorial objectives. United States v. Greenwood, 974 F.2d 1449, 1457 (5th Cir.1992), cert. denied, - U.S. -, 113 S.Ct. 2354, 124 L.Ed.2d 262 (1993) (citations omitted). While the evidence is circumstantial, there was sufficient evidence to link Sterling to the conspiracy. A government witness testified that Sterling was dealing drugs with Moore or getting drugs from Moore, and that the witness had “fronted” the pair drugs in the past. In addition, numerous intercepted telephone conversations indicated that Sterling was actively involved in the conspiracy. On one occasion, Sterling and Moore were intercepted discussing “fronting” a quantity of drugs to a person named “Fat.” On another occasion, Sterling and Moore were intercepted discussing cash proceeds from drug transactions. Sterling and an unknown male were also intercepted discussing money and drugs. During a period of surveillance of Sterling, Moore was intercepted expressing his concern to Sterling and another individual that Sterling might be arrested while carrying drug proceeds. Finally, Sterling was present at Moore’s apartment when a search warrant was executed and agents seized numerous firearms, beepers, cellular phones and drug records. The record indicates that Sterling was the owner of at least one of the firearms, a beeper and a cellular phone. Based on the foregoing, the jury could reasonably find that Sterling was a participant in the Metz conspiracy. There is no question that he had a close association with Moore, and the testimony of the government witness, in conjunction with the intercepted telephone conversations, indicate that Sterling was not simply a “small time” dealer, but rather he was an active member of the conspiracy.